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| { | |
| "id": "site_75629b24c5", | |
| "title": "(More) Efficient Reinforcement Learning via Posterior Sampling", | |
| "author": "Ian Osband, Daniel Russo, Benjamin Van Roy", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4068" | |
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| { | |
| "id": "site_0ae5c3c6ee", | |
| "title": "(Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings", | |
| "author": "Abhradeep Guha Thakurta, Adam Smith", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4038" | |
| }, | |
| { | |
| "id": "site_3d5cdcf195", | |
| "title": "A Comparative Framework for Preconditioned Lasso Algorithms", | |
| "author": "Fabian L Wauthier, Nebojsa Jojic, Michael Jordan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3853" | |
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| { | |
| "id": "site_2fc1699200", | |
| "title": "A Deep Architecture for Matching Short Texts", | |
| "author": "Zhengdong Lu, Hang Li", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3886" | |
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| { | |
| "id": "site_3d794f5ee1", | |
| "title": "A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data", | |
| "author": "Jasper Snoek, Richard Zemel, Ryan Adams", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3949" | |
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| { | |
| "id": "site_18506af784", | |
| "title": "A Gang of Bandits", | |
| "author": "Nicol\u00f2 Cesa-Bianchi, Claudio Gentile, Giovanni Zappella", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3817" | |
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| { | |
| "id": "site_144604fa74", | |
| "title": "A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles", | |
| "author": "Jinwoo Shin, Andrew E Gelfand, Misha Chertkov", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3959" | |
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| { | |
| "id": "site_3062f0ef15", | |
| "title": "A Kernel Test for Three-Variable Interactions", | |
| "author": "Dino Sejdinovic, Arthur Gretton, Wicher Bergsma", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2013/poster/3859" | |
| }, | |
| { | |
| "id": "site_c4b6b8ee73", | |
| "title": "A Latent Source Model for Nonparametric Time Series Classification", | |
| "author": "George H Chen, Stanislav Nikolov, Devavrat Shah", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3855" | |
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| { | |
| "id": "site_408c47fb2a", | |
| "title": "A New Convex Relaxation for Tensor Completion", | |
| "author": "Bernardino Romera-Paredes, Massimiliano Pontil", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4064" | |
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| { | |
| "id": "site_62f45dbb53", | |
| "title": "A Novel Two-Step Method for Cross Language Representation Learning", | |
| "author": "Min Xiao, Yuhong Guo", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3874" | |
| }, | |
| { | |
| "id": "site_895d50835c", | |
| "title": "A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks", | |
| "author": "Junming Yin, Qirong Ho, Eric Xing", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3781" | |
| }, | |
| { | |
| "id": "site_e8f5e3d877", | |
| "title": "A Stability-based Validation Procedure for Differentially Private Machine Learning", | |
| "author": "Kamalika Chaudhuri, Staal A Vinterbo", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4029" | |
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| { | |
| "id": "site_05d7996356", | |
| "title": "A memory frontier for complex synapses", | |
| "author": "Subhaneil Lahiri, Surya Ganguli", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2013/poster/3850" | |
| }, | |
| { | |
| "id": "site_dfab30b468", | |
| "title": "A message-passing algorithm for multi-agent trajectory planning", | |
| "author": "Jos\u00e9 Bento, Nate Derbinsky, Javier Alonso-Mora, Jonathan S Yedidia", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3792" | |
| }, | |
| { | |
| "id": "site_ba2dc7f05a", | |
| "title": "A multi-agent control framework for co-adaptation in brain-computer interfaces", | |
| "author": "Josh S Merel, Roy Fox, Tony Jebara, Liam Paninski", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4050" | |
| }, | |
| { | |
| "id": "site_e2737c0b39", | |
| "title": "A simple example of Dirichlet process mixture inconsistency for the number of components", | |
| "author": "Jeffrey W Miller, Matthew T Harrison", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3756" | |
| }, | |
| { | |
| "id": "site_91eb71ab8b", | |
| "title": "A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables", | |
| "author": "Jing Xiang, Seyoung Kim", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4003" | |
| }, | |
| { | |
| "id": "site_602b4a5c3e", | |
| "title": "Accelerated Mini-Batch Stochastic Dual Coordinate Ascent", | |
| "author": "Shai Shalev-Shwartz, Tong Zhang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3776" | |
| }, | |
| { | |
| "id": "site_1906227476", | |
| "title": "Accelerating Stochastic Gradient Descent using Predictive Variance Reduction", | |
| "author": "Rie Johnson, Tong Zhang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3769" | |
| }, | |
| { | |
| "id": "site_109591f702", | |
| "title": "Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths", | |
| "author": "Stefan Mathe, Cristian Sminchisescu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3948" | |
| }, | |
| { | |
| "id": "site_f5ded21a71", | |
| "title": "Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization", | |
| "author": "Nataliya Shapovalova, Michalis Raptis, Leonid Sigal, Greg Mori", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4002" | |
| }, | |
| { | |
| "id": "site_15ec4feb1c", | |
| "title": "Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion", | |
| "author": "Nguyen Viet Cuong, Wee Sun Lee, Nan Ye, Kian Ming Adam Chai, Hai Leong Chieu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3896" | |
| }, | |
| { | |
| "id": "site_3949769d36", | |
| "title": "Actor-Critic Algorithms for Risk-Sensitive MDPs", | |
| "author": "Prashanth L.A., Mohammad Ghavamzadeh", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3762" | |
| }, | |
| { | |
| "id": "site_272e719203", | |
| "title": "Adaptive Anonymity via $b$-Matching", | |
| "author": "Krzysztof M Choromanski, Tony Jebara, Kui Tang", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4089" | |
| }, | |
| { | |
| "id": "site_bd7b052441", | |
| "title": "Adaptive Market Making via Online Learning", | |
| "author": "Jacob D Abernethy, Satyen Kale", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3963" | |
| }, | |
| { | |
| "id": "site_466306a5ed", | |
| "title": "Adaptive Step-Size for Policy Gradient Methods", | |
| "author": "Matteo Pirotta, Marcello Restelli, Luca Bascetta", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3889" | |
| }, | |
| { | |
| "id": "site_2f17db1ad5", | |
| "title": "Adaptive Submodular Maximization in Bandit Setting", | |
| "author": "Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson, S. Muthukrishnan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4034" | |
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| { | |
| "id": "site_9bfe7f90ed", | |
| "title": "Adaptive dropout for training deep neural networks", | |
| "author": "Jimmy Ba, Brendan Frey", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4077" | |
| }, | |
| { | |
| "id": "site_22f3031654", | |
| "title": "Adaptivity to Local Smoothness and Dimension in Kernel Regression", | |
| "author": "Samory Kpotufe, Vikas K Garg", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4076" | |
| }, | |
| { | |
| "id": "site_72a4b17c2f", | |
| "title": "Aggregating Optimistic Planning Trees for Solving Markov Decision Processes", | |
| "author": "Gunnar Kedenburg, Raphael Fonteneau, Remi Munos", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3999" | |
| }, | |
| { | |
| "id": "site_defdb304a4", | |
| "title": "An Approximate, Efficient LP Solver for LP Rounding", | |
| "author": "Srikrishna Sridhar, Stephen Wright, Christopher Re, Ji Liu, Victor Bittorf, Ce Zhang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4056" | |
| }, | |
| { | |
| "id": "site_cb25c0764b", | |
| "title": "Analyzing Hogwild Parallel Gaussian Gibbs Sampling", | |
| "author": "Matthew Johnson, James Saunderson, Alan S Willsky", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4036" | |
| }, | |
| { | |
| "id": "site_1bb75db96a", | |
| "title": "Analyzing the Harmonic Structure in Graph-Based Learning", | |
| "author": "Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4082" | |
| }, | |
| { | |
| "id": "site_6828bdbb9d", | |
| "title": "Annealing between distributions by averaging moments", | |
| "author": "Roger Grosse, Chris Maddison, Russ Salakhutdinov", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4042" | |
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| { | |
| "id": "site_2774c9bcfe", | |
| "title": "Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs", | |
| "author": "Vikash Mansinghka, Tejas D Kulkarni, Yura N Perov, Josh Tenenbaum", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3903" | |
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| { | |
| "id": "site_e6d39403fb", | |
| "title": "Approximate Dynamic Programming Finally Performs Well in the Game of Tetris", | |
| "author": "Victor Gabillon, Mohammad Ghavamzadeh, Bruno Scherrer", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3929" | |
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| { | |
| "id": "site_c6bd6b5c86", | |
| "title": "Approximate Gaussian process inference for the drift function in stochastic differential equations", | |
| "author": "Andreas Ruttor, Philipp Batz, Manfred Opper", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3961" | |
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| { | |
| "id": "site_dd0872acae", | |
| "title": "Approximate Inference in Continuous Determinantal Processes", | |
| "author": "Raja Hafiz Affandi, Emily Fox, Ben Taskar", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3893" | |
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| "id": "site_dcb9988b4f", | |
| "title": "Approximate inference in latent Gaussian-Markov models from continuous time observations", | |
| "author": "Botond Cseke, Manfred Opper, Guido Sanguinetti", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3843" | |
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| { | |
| "id": "site_44921372b4", | |
| "title": "Auditing: Active Learning with Outcome-Dependent Query Costs", | |
| "author": "Sivan Sabato, Anand D Sarwate, Nati Srebro", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3791" | |
| }, | |
| { | |
| "id": "site_565ae1b875", | |
| "title": "Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions", | |
| "author": "Ari Pakman, Liam Paninski", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4011" | |
| }, | |
| { | |
| "id": "site_b6778fe835", | |
| "title": "B-test: A Non-parametric, Low Variance Kernel Two-sample Test", | |
| "author": "Wojciech Zaremba, Arthur Gretton, Matthew B Blaschko", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3819" | |
| }, | |
| { | |
| "id": "site_88546d3c8b", | |
| "title": "BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables", | |
| "author": "Cho-Jui Hsieh, Matyas A Sustik, Inderjit Dhillon, Pradeep Ravikumar, Russell Poldrack", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4086" | |
| }, | |
| { | |
| "id": "site_a83ecaeab3", | |
| "title": "Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models", | |
| "author": "Jie Liu, David Page", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3871" | |
| }, | |
| { | |
| "id": "site_fd9a1b4c2a", | |
| "title": "Bayesian Hierarchical Community Discovery", | |
| "author": "Charles Blundell, Yee Whye Teh", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3912" | |
| }, | |
| { | |
| "id": "site_af7330e700", | |
| "title": "Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC", | |
| "author": "Roger Frigola, Fredrik Lindsten, Thomas Sch\u00f6n, Carl Edward Rasmussen", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4085" | |
| }, | |
| { | |
| "id": "site_e77b0e14dd", | |
| "title": "Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits", | |
| "author": "Ben Shababo, Brooks Paige, Ari Pakman, Liam Paninski", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3879" | |
| }, | |
| { | |
| "id": "site_e8fbafc81f", | |
| "title": "Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search", | |
| "author": "Aijun Bai, Feng Wu, Xiaoping Chen", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3917" | |
| }, | |
| { | |
| "id": "site_1653d7780f", | |
| "title": "Bayesian entropy estimation for binary spike train data using parametric prior knowledge", | |
| "author": "Evan Archer, Il Memming Park, Jonathan W Pillow", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3923" | |
| }, | |
| { | |
| "id": "site_e74c2f2bd9", | |
| "title": "Bayesian inference as iterated random functions with applications to sequential inference in graphical models", | |
| "author": "Arash Amini, XuanLong Nguyen", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4059" | |
| }, | |
| { | |
| "id": "site_fc3457b2a2", | |
| "title": "Bayesian inference for low rank spatiotemporal neural receptive fields", | |
| "author": "Mijung Park, Jonathan W Pillow", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4033" | |
| }, | |
| { | |
| "id": "site_59cbf8fd16", | |
| "title": "Bayesian optimization explains human active search", | |
| "author": "Ali Borji, Laurent Itti", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3740" | |
| }, | |
| { | |
| "id": "site_2f6b3123c2", | |
| "title": "Bellman Error Based Feature Generation using Random Projections on Sparse Spaces", | |
| "author": "Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4071" | |
| }, | |
| { | |
| "id": "site_90bbc3cafd", | |
| "title": "Better Approximation and Faster Algorithm Using the Proximal Average", | |
| "author": "Yao-Liang Yu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3785" | |
| }, | |
| { | |
| "id": "site_a0a0f4e390", | |
| "title": "Beyond Pairwise: Provably Fast Algorithms for Approximate $k$-Way Similarity Search", | |
| "author": "Anshumali Shrivastava, Ping Li", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3823" | |
| }, | |
| { | |
| "id": "site_985705ec8c", | |
| "title": "Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent", | |
| "author": "Yuening Hu, Jordan Boyd-Graber, Hal Daum\u00e9 III, Z. Irene Ying", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3854" | |
| }, | |
| { | |
| "id": "site_71127036ff", | |
| "title": "Blind Calibration in Compressed Sensing using Message Passing Algorithms", | |
| "author": "Christophe Schulke, Francesco Caltagirone, Florent Krzakala, Lenka Zdeborov\u00e1", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3797" | |
| }, | |
| { | |
| "id": "site_b442954ffd", | |
| "title": "Buy-in-Bulk Active Learning", | |
| "author": "Liu Yang, Jaime Carbonell", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3982" | |
| }, | |
| { | |
| "id": "site_0b3995dda1", | |
| "title": "Capacity of strong attractor patterns to model behavioural and cognitive prototypes", | |
| "author": "Abbas Edalat", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4030" | |
| }, | |
| { | |
| "id": "site_ace3a23795", | |
| "title": "Causal Inference on Time Series using Restricted Structural Equation Models", | |
| "author": "Jonas Peters, Dominik Janzing, Bernhard Sch\u00f6lkopf", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3751" | |
| }, | |
| { | |
| "id": "site_4f82e0f294", | |
| "title": "Cluster Trees on Manifolds", | |
| "author": "Sivaraman Balakrishnan, Srivatsan Narayanan, Alessandro Rinaldo, Aarti Singh, Larry Wasserman", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4032" | |
| }, | |
| { | |
| "id": "site_97da2dd942", | |
| "title": "Compete to Compute", | |
| "author": "Rupesh K Srivastava, Jonathan Masci, Sohrob Kazerounian, Faustino Gomez, J\u00fcrgen Schmidhuber", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3991" | |
| }, | |
| { | |
| "id": "site_7eec4a72bc", | |
| "title": "Compressive Feature Learning", | |
| "author": "Hristo S Paskov, Robert West, John C Mitchell, Trevor Hastie", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4060" | |
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| { | |
| "id": "site_1f451ea923", | |
| "title": "Computing the Stationary Distribution Locally", | |
| "author": "Christina Lee, Asuman Ozdaglar, Devavrat Shah", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3887" | |
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| { | |
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| "title": "Conditional Random Fields via Univariate Exponential Families", | |
| "author": "Eunho Yang, Pradeep Ravikumar, Genevera I Allen, Zhandong Liu", | |
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| "title": "Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models", | |
| "author": "Adel Javanmard, Andrea Montanari", | |
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| "title": "Context-sensitive active sensing in humans", | |
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| "title": "Contrastive Learning Using Spectral Methods", | |
| "author": "James Y Zou, Daniel Hsu, David Parkes, Ryan Adams", | |
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| "title": "Convergence of Monte Carlo Tree Search in Simultaneous Move Games", | |
| "author": "Viliam Lisy, Vojta Kovarik, Marc Lanctot, Branislav Bosansky", | |
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| "title": "Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses", | |
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| "title": "Convex Relaxations for Permutation Problems", | |
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| "title": "Correlated random features for fast semi-supervised learning", | |
| "author": "Brian McWilliams, David Balduzzi, Joachim M Buhmann", | |
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| "title": "Correlations strike back (again): the case of associative memory retrieval", | |
| "author": "Cristina Savin, Peter Dayan, Mate Lengyel", | |
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| "title": "Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions", | |
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| "title": "DESPOT: Online POMDP Planning with Regularization", | |
| "author": "Adhiraj Somani, Nan Ye, David Hsu, Wee Sun Lee", | |
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| "title": "Data-driven Distributionally Robust Polynomial Optimization", | |
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| "title": "Deep Fisher Networks for Large-Scale Image Classification", | |
| "author": "Karen Simonyan, Andrea Vedaldi, Andrew Zisserman", | |
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| "title": "Deep Neural Networks for Object Detection", | |
| "author": "Christian Szegedy, Alexander Toshev, Dumitru Erhan", | |
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| "author": "Aaron van den Oord, Sander Dieleman, Benjamin Schrauwen", | |
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| "title": "Demixing odors - fast inference in olfaction", | |
| "author": "Agnieszka Grabska-Barwinska, Jeff Beck, Alexandre Pouget, Peter E Latham", | |
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| "title": "Density estimation from unweighted k-nearest neighbor graphs: a roadmap", | |
| "author": "Ulrike von Luxburg, Morteza Alamgir", | |
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| "title": "Designed Measurements for Vector Count Data", | |
| "author": "Liming Wang, David Carlson, Miguel Rodrigues, David Wilcox, Robert Calderbank, Lawrence Carin", | |
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| "site": "https://nips.cc/virtual/2013/poster/3861" | |
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| { | |
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| "title": "Dimension-Free Exponentiated Gradient", | |
| "author": "Francesco Orabona", | |
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| { | |
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| "title": "Direct 0-1 Loss Minimization and Margin Maximization with Boosting", | |
| "author": "Shaodan Zhai, Tian Xia, Ming Tan, Shaojun Wang", | |
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| "title": "Dirty Statistical Models", | |
| "author": "Eunho Yang, Pradeep Ravikumar", | |
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| "title": "Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests", | |
| "author": "Yacine Jernite, Yoni Halpern, David Sontag", | |
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| "title": "Discriminative Transfer Learning with Tree-based Priors", | |
| "author": "Nitish Srivastava, Russ Salakhutdinov", | |
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| "site": "https://nips.cc/virtual/2013/poster/3967" | |
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| "title": "Distributed Exploration in Multi-Armed Bandits", | |
| "author": "Eshcar Hillel, Zohar Karnin, Tomer Koren, Ronny Lempel, Oren Somekh", | |
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| "title": "Distributed Representations of Words and Phrases and their Compositionality", | |
| "author": "Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, Jeff Dean", | |
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| "title": "Distributed Submodular Maximization: Identifying Representative Elements in Massive Data", | |
| "author": "Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar, Andreas Krause", | |
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| "title": "Distributed k-means and k-median clustering on general communication topologies", | |
| "author": "Maria-Florina F Balcan, Steven Ehrlich, Yingyu Liang", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3956" | |
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| { | |
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| "title": "Documents as multiple overlapping windows into grids of counts", | |
| "author": "Alessandro Perina, Nebojsa Jojic, Manuele Bicego, Andrzej Truski", | |
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| "site": "https://nips.cc/virtual/2013/poster/3735" | |
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| "author": "Stefan Wager, Sida Wang, Percy Liang", | |
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| "title": "Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture", | |
| "author": "Trevor Campbell, Miao Liu, Brian Kulis, Jonathan How, Lawrence Carin", | |
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| "site": "https://nips.cc/virtual/2013/poster/3784" | |
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| "title": "EDML for Learning Parameters in Directed and Undirected Graphical Models", | |
| "author": "Khaled Refaat, Arthur Choi, Adnan Darwiche", | |
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| "site": "https://nips.cc/virtual/2013/poster/3901" | |
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| { | |
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| "title": "Efficient Algorithm for Privately Releasing Smooth Queries", | |
| "author": "Ziteng Wang, Kai Fan, Jiaqi Zhang, Liwei Wang", | |
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| "site": "https://nips.cc/virtual/2013/poster/3822" | |
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| "title": "Efficient Exploration and Value Function Generalization in Deterministic Systems", | |
| "author": "Zheng Wen, Benjamin Van Roy", | |
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| "site": "https://nips.cc/virtual/2013/poster/4070" | |
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| { | |
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| "title": "Efficient Online Inference for Bayesian Nonparametric Relational Models", | |
| "author": "Dae Il Kim, Prem Gopalan, David Blei, Erik Sudderth", | |
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| "site": "https://nips.cc/virtual/2013/poster/3842" | |
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| "title": "Efficient Optimization for Sparse Gaussian Process Regression", | |
| "author": "Yanshuai Cao, Marcus Brubaker, David Fleet, Aaron Hertzmann", | |
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| "site": "https://nips.cc/virtual/2013/poster/3856" | |
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| { | |
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| "title": "Eluder Dimension and the Sample Complexity of Optimistic Exploration", | |
| "author": "Daniel Russo, Benjamin Van Roy", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2013/poster/3985" | |
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| { | |
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| "title": "Embed and Project: Discrete Sampling with Universal Hashing", | |
| "author": "Stefano Ermon, Carla Gomes, Ashish Sabharwal, Bart Selman", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3966" | |
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| "title": "Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion", | |
| "author": "Franz J Kiraly, Louis Theran", | |
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| "site": "https://nips.cc/virtual/2013/poster/3997" | |
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| { | |
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| "title": "Estimating LASSO Risk and Noise Level", | |
| "author": "Mohsen Bayati, Murat Erdogdu, Andrea Montanari", | |
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| "site": "https://nips.cc/virtual/2013/poster/3840" | |
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| "title": "Estimating the Unseen: Improved Estimators for Entropy and other Properties", | |
| "author": "Paul Valiant, Gregory Valiant", | |
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| "site": "https://nips.cc/virtual/2013/poster/3974" | |
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| "title": "Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising", | |
| "author": "Min Xu, Tao Qin, Tie-Yan Liu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4001" | |
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| "title": "Estimation, Optimization, and Parallelism when Data is Sparse", | |
| "author": "John Duchi, Michael Jordan, Brendan McMahan", | |
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| "title": "Exact and Stable Recovery of Pairwise Interaction Tensors", | |
| "author": "Shouyuan Chen, Michael R Lyu, Irwin King, Zenglin Xu", | |
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| "site": "https://nips.cc/virtual/2013/poster/3922" | |
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| "title": "Extracting regions of interest from biological images with convolutional sparse block coding", | |
| "author": "Marius Pachitariu, Adam M Packer, Noah Pettit, Henry Dalgleish, Michael Hausser, Maneesh Sahani", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3928" | |
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| { | |
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| "title": "Factorized Asymptotic Bayesian Inference for Latent Feature Models", | |
| "author": "Kohei Hayashi, Ryohei Fujimaki", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3869" | |
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| { | |
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| "title": "Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA", | |
| "author": "Vincent Vu, Juhee Cho, Jing Lei, Karl Rohe", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4031" | |
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| { | |
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| "title": "Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis", | |
| "author": "James R Voss, Luis Rademacher, Mikhail Belkin", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4017" | |
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| "title": "Fast Determinantal Point Process Sampling with Application to Clustering", | |
| "author": "Byungkon Kang", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3992" | |
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| { | |
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| "title": "Fast Template Evaluation with Vector Quantization", | |
| "author": "Mohammad Amin Sadeghi, David Forsyth", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4062" | |
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| { | |
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| "title": "Faster Ridge Regression via the Subsampled Randomized Hadamard Transform", | |
| "author": "Yichao Lu, Paramveer Dhillon, Dean P Foster, Lyle Ungar", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3775" | |
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| { | |
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| "title": "Firing rate predictions in optimal balanced networks", | |
| "author": "David G Barrett, Sophie Den\u00e8ve, Christian Machens", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3905" | |
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| { | |
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| "title": "First-order Decomposition Trees", | |
| "author": "Nima Taghipour, Jesse Davis, Hendrik Blockeel", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3852" | |
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| { | |
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| "title": "Flexible sampling of discrete data correlations without the marginal distributions", | |
| "author": "Alfredo Kalaitzis, Ricardo Silva", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4014" | |
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| { | |
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| "title": "Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting", | |
| "author": "Shunan Zhang, Angela Yu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4024" | |
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| { | |
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| "title": "From Bandits to Experts: A Tale of Domination and Independence", | |
| "author": "Noga Alon, Nicol\u00f2 Cesa-Bianchi, Claudio Gentile, Yishay Mansour", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3913" | |
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| { | |
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| "title": "Gaussian Process Conditional Copulas with Applications to Financial Time Series", | |
| "author": "Jos\u00e9 Miguel Hern\u00e1ndez-Lobato, James R Lloyd, Daniel Hern\u00e1ndez-lobato", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3927" | |
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| { | |
| "id": "site_9ab0bf0b38", | |
| "title": "Generalized Denoising Auto-Encoders as Generative Models", | |
| "author": "Yoshua Bengio, Li Yao, Guillaume Alain, Pascal Vincent", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3835" | |
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| { | |
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| "title": "Generalized Method-of-Moments for Rank Aggregation", | |
| "author": "Hossein Azari Soufiani, William Z Chen, David Parkes, Lirong Xia", | |
| "status": "Poster", | |
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| { | |
| "id": "site_fd03070d3b", | |
| "title": "Generalized Random Utility Models with Multiple Types", | |
| "author": "Hossein Azari Soufiani, Hansheng Diao, Zhenyu Lai, David Parkes", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3742" | |
| }, | |
| { | |
| "id": "site_ddde3e6a73", | |
| "title": "Generalizing Analytic Shrinkage for Arbitrary Covariance Structures", | |
| "author": "Daniel Bartz, Klaus-Robert M\u00fcller", | |
| "status": "Spotlight", | |
| "track": "main", | |
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| }, | |
| { | |
| "id": "site_77c4d775eb", | |
| "title": "Geometric optimisation on positive definite matrices for elliptically contoured distributions", | |
| "author": "Suvrit Sra, Reshad Hosseini", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4019" | |
| }, | |
| { | |
| "id": "site_e19d1f83ae", | |
| "title": "Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation", | |
| "author": "Bogdan Savchynskyy, J\u00f6rg Hendrik H Kappes, Paul Swoboda, Christoph Schn\u00f6rr", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3951" | |
| }, | |
| { | |
| "id": "site_33b1253d38", | |
| "title": "Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering", | |
| "author": "Shinichi Nakajima, Akiko Takeda, S. Derin Babacan, Masashi Sugiyama, Ichiro Takeuchi", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3894" | |
| }, | |
| { | |
| "id": "site_875f900af3", | |
| "title": "Graphical Models for Inference with Missing Data", | |
| "author": "Karthika Mohan, Judea Pearl, Jin Tian", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2013/poster/3876" | |
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| { | |
| "id": "site_54ae54a80c", | |
| "title": "Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms", | |
| "author": "Yu Zhang", | |
| "status": "Poster", | |
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| { | |
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| "title": "Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream", | |
| "author": "Daniel L Yamins, Ha Hong, Charles Cadieu, James J DiCarlo", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4078" | |
| }, | |
| { | |
| "id": "site_238ef2afde", | |
| "title": "High-Dimensional Gaussian Process Bandits", | |
| "author": "Josip Djolonga, Andreas Krause, Volkan Cevher", | |
| "status": "Poster", | |
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| { | |
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| "title": "Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation", | |
| "author": "Vibhav Vineet, Carsten Rother, Philip Torr", | |
| "status": "Poster", | |
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| { | |
| "id": "site_de12f16745", | |
| "title": "How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal", | |
| "author": "Jacob D Abernethy, Peter Bartlett, Rafael Frongillo, Andre Wibisono", | |
| "status": "Spotlight", | |
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| { | |
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| "title": "Improved and Generalized Upper Bounds on the Complexity of Policy Iteration", | |
| "author": "Bruno Scherrer", | |
| "status": "Poster", | |
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| { | |
| "id": "site_be1f0854cb", | |
| "title": "Inferring neural population dynamics from multiple partial recordings of the same neural circuit", | |
| "author": "Srinivas C Turaga, Lars Buesing, Adam M Packer, Henry Dalgleish, Noah Pettit, Michael Hausser, Jakob H Macke", | |
| "status": "Spotlight", | |
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| }, | |
| { | |
| "id": "site_cb7edaeb1f", | |
| "title": "Information-theoretic lower bounds for distributed statistical estimation with communication constraints", | |
| "author": "Yuchen Zhang, John Duchi, Michael Jordan, Martin J Wainwright", | |
| "status": "Oral", | |
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| { | |
| "id": "site_d5affd9db8", | |
| "title": "Integrated Non-Factorized Variational Inference", | |
| "author": "Shaobo Han, Xuejun Liao, Lawrence Carin", | |
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| "title": "Inverse Density as an Inverse Problem: the Fredholm Equation Approach", | |
| "author": "Qichao Que, Mikhail Belkin", | |
| "status": "Spotlight", | |
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| { | |
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| "title": "It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals", | |
| "author": "Barbara Rakitsch, Christoph Lippert, Karsten Borgwardt, Oliver Stegle", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3897" | |
| }, | |
| { | |
| "id": "site_d849c47a81", | |
| "title": "Large Scale Distributed Sparse Precision Estimation", | |
| "author": "Huahua Wang, Arindam Banerjee, Cho-Jui Hsieh, Pradeep Ravikumar, Inderjit Dhillon", | |
| "status": "Poster", | |
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| }, | |
| { | |
| "id": "site_b5b82ea602", | |
| "title": "Lasso Screening Rules via Dual Polytope Projection", | |
| "author": "Jie Wang, Jiayu Zhou, Peter Wonka, Jieping Ye", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2013/poster/4168" | |
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| { | |
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| "title": "Latent Maximum Margin Clustering", | |
| "author": "Guang-Tong Zhou, Tian Lan, Arash Vahdat, Greg Mori", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3737" | |
| }, | |
| { | |
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| "title": "Latent Structured Active Learning", | |
| "author": "Wenjie Luo, Alex Schwing, Raquel Urtasun", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3816" | |
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| { | |
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| "title": "Learning Adaptive Value of Information for Structured Prediction", | |
| "author": "David J Weiss, Ben Taskar", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3841" | |
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| { | |
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| "title": "Learning Chordal Markov Networks by Constraint Satisfaction", | |
| "author": "Jukka Corander, Tomi Janhunen, Jussi Rintanen, Henrik Nyman, Johan Pensar", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3884" | |
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| { | |
| "id": "site_6d283a9983", | |
| "title": "Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions", | |
| "author": "Tamir Hazan, Subhransu Maji, Joseph Keshet, Tommi Jaakkola", | |
| "status": "Poster", | |
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| { | |
| "id": "site_e716bf845f", | |
| "title": "Learning Feature Selection Dependencies in Multi-task Learning", | |
| "author": "Daniel Hern\u00e1ndez-lobato, Jos\u00e9 Miguel Hern\u00e1ndez-Lobato", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3818" | |
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| { | |
| "id": "site_edc49d0e16", | |
| "title": "Learning Gaussian Graphical Models with Observed or Latent FVSs", | |
| "author": "Ying Liu, Alan S Willsky", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3938" | |
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| { | |
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| "title": "Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition", | |
| "author": "Tzu-Kuo Huang, Jeff Schneider", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3771" | |
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| { | |
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| "title": "Learning Kernels Using Local Rademacher Complexity", | |
| "author": "Corinna Cortes, Marius Kloft, Mehryar Mohri", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2013/poster/4041" | |
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| { | |
| "id": "site_639a1b7536", | |
| "title": "Learning Multi-level Sparse Representations", | |
| "author": "Ferran Diego Andilla, Fred Hamprecht", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3826" | |
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| { | |
| "id": "site_4cfe336cf8", | |
| "title": "Learning Multiple Models via Regularized Weighting", | |
| "author": "Daniel Vainsencher, Shie Mannor, Huan Xu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3954" | |
| }, | |
| { | |
| "id": "site_0209228253", | |
| "title": "Learning Prices for Repeated Auctions with Strategic Buyers", | |
| "author": "Kareem Amin, Afshin Rostamizadeh, Umar Syed", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3864" | |
| }, | |
| { | |
| "id": "site_12f3282fc4", | |
| "title": "Learning Stochastic Feedforward Neural Networks", | |
| "author": "Yichuan Charlie Tang, Russ Salakhutdinov", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3793" | |
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| { | |
| "id": "site_5372d571d2", | |
| "title": "Learning Stochastic Inverses", | |
| "author": "Andreas Stuhlm\u00fcller, Jacob Taylor, Noah Goodman", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4073" | |
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| { | |
| "id": "site_7af7a2d214", | |
| "title": "Learning Trajectory Preferences for Manipulators via Iterative Improvement", | |
| "author": "Ashesh Jain, Brian Wojcik, Thorsten Joachims, Ashutosh Saxena", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3798" | |
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| { | |
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| "title": "Learning a Deep Compact Image Representation for Visual Tracking", | |
| "author": "Naiyan Wang, Dit-Yan Yeung", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3825" | |
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| { | |
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| "title": "Learning and using language via recursive pragmatic reasoning about other agents", | |
| "author": "Nathaniel J Smith, Noah Goodman, Michael C Frank", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4072" | |
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| { | |
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| "title": "Learning from Limited Demonstrations", | |
| "author": "Beomjoon Kim, Amir-massoud Farahmand, Joelle Pineau, Doina Precup", | |
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| "site": "https://nips.cc/virtual/2013/poster/4052" | |
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| "title": "Learning invariant representations and applications to face verification", | |
| "author": "Qianli Liao, Joel Leibo, Tomaso Poggio", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4074" | |
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| { | |
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| "title": "Learning the Local Statistics of Optical Flow", | |
| "author": "Dan Rosenbaum, Daniel Zoran, Yair Weiss", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3998" | |
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| { | |
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| "title": "Learning to Pass Expectation Propagation Messages", | |
| "author": "Nicolas Heess, Danny Tarlow, John Winn", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4092" | |
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| { | |
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| "title": "Learning to Prune in Metric and Non-Metric Spaces", | |
| "author": "Leonid Boytsov, Bilegsaikhan Naidan", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3909" | |
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| { | |
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| "title": "Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space", | |
| "author": "Xinhua Zhang, Wee Sun Lee, Yee Whye Teh", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2013/poster/3960" | |
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| { | |
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| "title": "Learning with Noisy Labels", | |
| "author": "Nagarajan Natarajan, Inderjit Dhillon, Pradeep Ravikumar, Ambuj Tewari", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3867" | |
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| { | |
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| "title": "Learning word embeddings efficiently with noise-contrastive estimation", | |
| "author": "Andriy Mnih, koray kavukcuoglu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3986" | |
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| { | |
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| "title": "Least Informative Dimensions", | |
| "author": "Fabian H Sinz, Anna Stockl, Jan Grewe, Jan Benda", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3780" | |
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| { | |
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| "title": "Lexical and Hierarchical Topic Regression", | |
| "author": "Viet-An Nguyen, Jordan Boyd-Graber, Philip Resnik", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3857" | |
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| { | |
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| "title": "Linear Convergence with Condition Number Independent Access of Full Gradients", | |
| "author": "Lijun Zhang, Mehrdad Mahdavi, Rong Jin", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3844" | |
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| { | |
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| "title": "Linear decision rule as aspiration for simple decision heuristics", | |
| "author": "\u00d6zg\u00fcr \u015eim\u015fek", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2013/poster/4057" | |
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| { | |
| "id": "site_9faec90683", | |
| "title": "Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation", | |
| "author": "John Duchi, Martin J Wainwright, Michael Jordan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3904" | |
| }, | |
| { | |
| "id": "site_bfdb727f99", | |
| "title": "Locally Adaptive Bayesian Multivariate Time Series", | |
| "author": "Daniele Durante, Bruno Scarpa, David B Dunson", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3919" | |
| }, | |
| { | |
| "id": "site_77da8082b9", | |
| "title": "Low-Rank Matrix and Tensor Completion via Adaptive Sampling", | |
| "author": "Akshay Krishnamurthy, Aarti Singh", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3828" | |
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| { | |
| "id": "site_2c7c3d0adf", | |
| "title": "Low-rank matrix reconstruction and clustering via approximate message passing", | |
| "author": "Ryosuke Matsushita, Toshiyuki Tanaka", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3837" | |
| }, | |
| { | |
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| "title": "Machine Teaching for Bayesian Learners in the Exponential Family", | |
| "author": "Jerry Zhu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3946" | |
| }, | |
| { | |
| "id": "site_f1a5b764bb", | |
| "title": "Manifold-based Similarity Adaptation for Label Propagation", | |
| "author": "Masayuki Karasuyama, Hiroshi Mamitsuka", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3906" | |
| }, | |
| { | |
| "id": "site_3eccdaedcf", | |
| "title": "Mapping paradigm ontologies to and from the brain", | |
| "author": "Yannick Schwartz, Bertrand Thirion, Gael Varoquaux", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3920" | |
| }, | |
| { | |
| "id": "site_b9fd92ee4e", | |
| "title": "Marginals-to-Models Reducibility", | |
| "author": "Tim Roughgarden, Michael Kearns", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3851" | |
| }, | |
| { | |
| "id": "site_b7d47ae64c", | |
| "title": "Matrix Completion From any Given Set of Observations", | |
| "author": "Troy Lee, Adi Shraibman", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3932" | |
| }, | |
| { | |
| "id": "site_18f564db85", | |
| "title": "Matrix factorization with binary components", | |
| "author": "Martin Slawski, Matthias Hein, Pavlo Lutsik", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4091" | |
| }, | |
| { | |
| "id": "site_fd3b9e2070", | |
| "title": "Memoized Online Variational Inference for Dirichlet Process Mixture Models", | |
| "author": "Michael Hughes, Erik Sudderth", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3860" | |
| }, | |
| { | |
| "id": "site_2b8087730d", | |
| "title": "Memory Limited, Streaming PCA", | |
| "author": "Ioannis Mitliagkas, Constantine Caramanis, Prateek Jain", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4055" | |
| }, | |
| { | |
| "id": "site_ad61032399", | |
| "title": "Message Passing Inference with Chemical Reaction Networks", | |
| "author": "Nils E Napp, Ryan Adams", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3984" | |
| }, | |
| { | |
| "id": "site_75e30e8e0c", | |
| "title": "Mid-level Visual Element Discovery as Discriminative Mode Seeking", | |
| "author": "Carl Doersch, Abhinav Gupta, Alexei A Efros", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3789" | |
| }, | |
| { | |
| "id": "site_bb6420e94a", | |
| "title": "Minimax Optimal Algorithms for Unconstrained Linear Optimization", | |
| "author": "Brendan McMahan, Jacob D Abernethy", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4037" | |
| }, | |
| { | |
| "id": "site_63989139a2", | |
| "title": "Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation", | |
| "author": "Martin Azizyan, Aarti Singh, Larry Wasserman", | |
| "status": "Poster", | |
| "track": "main", | |
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| { | |
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| "title": "Mixed Optimization for Smooth Functions", | |
| "author": "Mehrdad Mahdavi, Lijun Zhang, Rong Jin", | |
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| "site": "https://nips.cc/virtual/2013/poster/3810" | |
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| { | |
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| "title": "Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition", | |
| "author": "Adel Javanmard, Andrea Montanari", | |
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| { | |
| "id": "site_4f2e8c6dfc", | |
| "title": "Modeling Clutter Perception using Parametric Proto-object Partitioning", | |
| "author": "Chen-Ping Yu, Wen-Yu Hua, Dimitris Samaras, Greg Zelinsky", | |
| "status": "Poster", | |
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| }, | |
| { | |
| "id": "site_7804fe2800", | |
| "title": "Modeling Overlapping Communities with Node Popularities", | |
| "author": "Prem Gopalan, Chong Wang, David Blei", | |
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| { | |
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| "title": "Moment-based Uniform Deviation Bounds for $k$-means and Friends", | |
| "author": "Matus J Telgarsky, Sanjoy Dasgupta", | |
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| { | |
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| "title": "More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server", | |
| "author": "Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth Gibson, Greg Ganger, Eric Xing", | |
| "status": "Oral", | |
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| { | |
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| "title": "More data speeds up training time in learning halfspaces over sparse vectors", | |
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| { | |
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| "title": "Multi-Prediction Deep Boltzmann Machines", | |
| "author": "Ian Goodfellow, Mehdi Mirza, Aaron Courville, Yoshua Bengio", | |
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| { | |
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| "title": "Multi-Task Bayesian Optimization", | |
| "author": "Kevin Swersky, Jasper Snoek, Ryan Adams", | |
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| { | |
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| "title": "Multiclass Total Variation Clustering", | |
| "author": "Xavier Bresson, Thomas Laurent, David Uminsky, James von Brecht", | |
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| "site": "https://nips.cc/virtual/2013/poster/3892" | |
| }, | |
| { | |
| "id": "site_03356506b7", | |
| "title": "Multilinear Dynamical Systems for Tensor Time Series", | |
| "author": "Mark Rogers, Lei Li, Stuart J Russell", | |
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| "site": "https://nips.cc/virtual/2013/poster/4027" | |
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| { | |
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| "title": "Multiscale Dictionary Learning for Estimating Conditional Distributions", | |
| "author": "Francesca Petralia, Joshua T Vogelstein, David B Dunson", | |
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| { | |
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| "title": "Multisensory Encoding, Decoding, and Identification", | |
| "author": "Aurel A Lazar, Yevgeniy B Slutskiy", | |
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| { | |
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| "title": "Near-Optimal Entrywise Sampling for Data Matrices", | |
| "author": "Dimitris Achlioptas, Zohar Karnin, Edo Liberty", | |
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| { | |
| "id": "site_2ff40dd32a", | |
| "title": "Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic", | |
| "author": "James L Sharpnack, Akshay Krishnamurthy, Aarti Singh", | |
| "status": "Poster", | |
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| "title": "Neural representation of action sequences: how far can a simple snippet-matching model take us?", | |
| "author": "Cheston Tan, Jedediah M Singer, Thomas Serre, David Sheinberg, Tomaso Poggio", | |
| "status": "Poster", | |
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| { | |
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| "title": "New Subsampling Algorithms for Fast Least Squares Regression", | |
| "author": "Paramveer Dhillon, Yichao Lu, Dean P Foster, Lyle Ungar", | |
| "status": "Poster", | |
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| { | |
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| "title": "Noise-Enhanced Associative Memories", | |
| "author": "Amin Karbasi, Amir Hesam Salavati, Amin Shokrollahi, Lav R Varshney", | |
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| { | |
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| "title": "Non-Linear Domain Adaptation with Boosting", | |
| "author": "Carlos J Becker, Christos M Christoudias, Pascal Fua", | |
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| { | |
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| "title": "Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty", | |
| "author": "Haichao Zhang, David Wipf", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2013/poster/3907" | |
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| { | |
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| "title": "Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)", | |
| "author": "Francis Bach, Eric Moulines", | |
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| "site": "https://nips.cc/virtual/2013/poster/3821" | |
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| "title": "Nonparametric Multi-group Membership Model for Dynamic Networks", | |
| "author": "Myunghwan Kim, Jure Leskovec", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3888" | |
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| { | |
| "id": "site_1818235b50", | |
| "title": "On Algorithms for Sparse Multi-factor NMF", | |
| "author": "Siwei Lyu, Xin Wang", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3801" | |
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| { | |
| "id": "site_28bcabc4fd", | |
| "title": "On Decomposing the Proximal Map", | |
| "author": "Yao-Liang Yu", | |
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| "site": "https://nips.cc/virtual/2013/poster/3744" | |
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| { | |
| "id": "site_3abd343f11", | |
| "title": "On Flat versus Hierarchical Classification in Large-Scale Taxonomies", | |
| "author": "Rohit Babbar, Ioannis Partalas, Eric Gaussier, Massih R. Amini", | |
| "status": "Poster", | |
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| { | |
| "id": "site_a35cc19568", | |
| "title": "On Poisson Graphical Models", | |
| "author": "Eunho Yang, Pradeep Ravikumar, Genevera I Allen, Zhandong Liu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3925" | |
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| { | |
| "id": "site_c1c5265050", | |
| "title": "On Sampling from the Gibbs Distribution with Random Maximum A-Posteriori Perturbations", | |
| "author": "Tamir Hazan, Subhransu Maji, Tommi Jaakkola", | |
| "status": "Poster", | |
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| { | |
| "id": "site_2437f8df26", | |
| "title": "On model selection consistency of penalized M-estimators: a geometric theory", | |
| "author": "Jason D Lee, Yuekai Sun, Jonathan E Taylor", | |
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| { | |
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| "title": "On the Complexity and Approximation of Binary Evidence in Lifted Inference", | |
| "author": "Guy Van den Broeck, Adnan Darwiche", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2013/poster/4053" | |
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| { | |
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| "title": "On the Expressive Power of Restricted Boltzmann Machines", | |
| "author": "James Martens, Arkadev Chattopadhya, Toni Pitassi, Richard Zemel", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4054" | |
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| { | |
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| "title": "On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization", | |
| "author": "Ke Hou, Zirui Zhou, Anthony Man-Cho So, Zhi-Quan Luo", | |
| "status": "Poster", | |
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| "title": "On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation", | |
| "author": "Harikrishna Narasimhan, Shivani Agarwal", | |
| "status": "Spotlight", | |
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| { | |
| "id": "site_48582c9bb5", | |
| "title": "On the Sample Complexity of Subspace Learning", | |
| "author": "Alessandro Rudi, Guillermo D Canas, Lorenzo Rosasco", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3964" | |
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| { | |
| "id": "site_908ffac5a5", | |
| "title": "One-shot learning and big data with n=2", | |
| "author": "Lee H Dicker, Dean P Foster", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3764" | |
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| { | |
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| "title": "One-shot learning by inverting a compositional causal process", | |
| "author": "Brenden M Lake, Russ Salakhutdinov, Josh Tenenbaum", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4015" | |
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| { | |
| "id": "site_caabf51d79", | |
| "title": "Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions", | |
| "author": "Yasin Abbasi Yadkori, Peter Bartlett, Varun Kanade, Yevgeny Seldin, Csaba Szepesvari", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4013" | |
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| { | |
| "id": "site_7f43bb8470", | |
| "title": "Online Learning of Dynamic Parameters in Social Networks", | |
| "author": "Shahin Shahrampour, Sasha Rakhlin, Ali Jadbabaie", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3958" | |
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| { | |
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| "title": "Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation", | |
| "author": "Dahua Lin", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3778" | |
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| { | |
| "id": "site_37325b0f92", | |
| "title": "Online Learning with Costly Features and Labels", | |
| "author": "Navid Zolghadr, G\u00e1bor Bart\u00f3k, Russell Greiner, Andr\u00e1s Gy\u00f6rgy, Csaba Szepesvari", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3872" | |
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| { | |
| "id": "site_bf6d22753f", | |
| "title": "Online Learning with Switching Costs and Other Adaptive Adversaries", | |
| "author": "Nicol\u00f2 Cesa-Bianchi, Ofer Dekel, Ohad Shamir", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3863" | |
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| { | |
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| "title": "Online PCA for Contaminated Data", | |
| "author": "Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3820" | |
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| { | |
| "id": "site_49404d853c", | |
| "title": "Online Robust PCA via Stochastic Optimization", | |
| "author": "Jiashi Feng, Huan Xu, Shuicheng Yan", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3779" | |
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| { | |
| "id": "site_2c28c97f52", | |
| "title": "Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking", | |
| "author": "Ryan D Turner, Steven Bottone, Clay J Stanek", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3768" | |
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| { | |
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| "title": "Online learning in episodic Markovian decision processes by relative entropy policy search", | |
| "author": "Alexander Zimin, Gergely Neu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3910" | |
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| { | |
| "id": "site_6ea9d641dc", | |
| "title": "Optimal Neural Population Codes for High-dimensional Stimulus Variables", | |
| "author": "Zhuo Wang, Alan A Stocker, Daniel Lee", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3767" | |
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| { | |
| "id": "site_f58355d27d", | |
| "title": "Optimal integration of visual speed across different spatiotemporal frequency channels", | |
| "author": "Matjaz Jogan, Alan A Stocker", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4090" | |
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| { | |
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| "title": "Optimistic Concurrency Control for Distributed Unsupervised Learning", | |
| "author": "Xinghao Pan, Joseph Gonzalez, Stefanie Jegelka, Tamara Broderick, Michael Jordan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3890" | |
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| { | |
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| "title": "Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result", | |
| "author": "Paul Wagner", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3911" | |
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| { | |
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| "title": "Optimization, Learning, and Games with Predictable Sequences", | |
| "author": "Sasha Rakhlin, Karthik Sridharan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4075" | |
| }, | |
| { | |
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| "title": "Optimizing Instructional Policies", | |
| "author": "Robert Lindsey, Michael Mozer, William J Huggins, Harold Pashler", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4043" | |
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| { | |
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| "title": "PAC-Bayes-Empirical-Bernstein Inequality", | |
| "author": "Ilya Tolstikhin, Yevgeny Seldin", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2013/poster/3746" | |
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| { | |
| "id": "site_aaf59a1fa7", | |
| "title": "Parallel Sampling of DP Mixture Models using Sub-Cluster Splits", | |
| "author": "Jason Chang, John Fisher III", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3804" | |
| }, | |
| { | |
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| "title": "Parametric Task Learning", | |
| "author": "Ichiro Takeuchi, Tatsuya Hongo, Masashi Sugiyama, Shinichi Nakajima", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3885" | |
| }, | |
| { | |
| "id": "site_b67743ec5d", | |
| "title": "Pass-efficient unsupervised feature selection", | |
| "author": "Crystal Maung, Haim Schweitzer", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3915" | |
| }, | |
| { | |
| "id": "site_f58bdef7be", | |
| "title": "Perfect Associative Learning with Spike-Timing-Dependent Plasticity", | |
| "author": "Christian Albers, Maren Westkott, Klaus R Pawelzik", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3924" | |
| }, | |
| { | |
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| "title": "Phase Retrieval using Alternating Minimization", | |
| "author": "Praneeth Netrapalli, Prateek Jain, Sujay Sanghavi", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4045" | |
| }, | |
| { | |
| "id": "site_4f16b32908", | |
| "title": "Point Based Value Iteration with Optimal Belief Compression for Dec-POMDPs", | |
| "author": "Liam MacDermed, Charles Isbell", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3745" | |
| }, | |
| { | |
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| "title": "Polar Operators for Structured Sparse Estimation", | |
| "author": "Xinhua Zhang, Yao-Liang Yu, Dale Schuurmans", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3743" | |
| }, | |
| { | |
| "id": "site_d9fe71434e", | |
| "title": "Policy Shaping: Integrating Human Feedback with Reinforcement Learning", | |
| "author": "Shane Griffith, Kaushik Subramanian, Jonathan Scholz, Charles Isbell, Andrea L Thomaz", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4026" | |
| }, | |
| { | |
| "id": "site_e39f3f4252", | |
| "title": "Predicting Parameters in Deep Learning", | |
| "author": "Misha Denil, Babak Shakibi, Laurent Dinh, Marc'Aurelio Ranzato, Nando de Freitas", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3973" | |
| }, | |
| { | |
| "id": "site_f82d274f46", | |
| "title": "Predictive PAC Learning and Process Decompositions", | |
| "author": "Cosma Shalizi, Aryeh Kontorovich", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3914" | |
| }, | |
| { | |
| "id": "site_11f1e7fc0f", | |
| "title": "Prior-free and prior-dependent regret bounds for Thompson Sampling", | |
| "author": "Sebastien Bubeck, Che-Yu Liu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3806" | |
| }, | |
| { | |
| "id": "site_8995d1077b", | |
| "title": "Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms", | |
| "author": "Adrien Todeschini, Francois Caron, Marie Chavent", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3829" | |
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| { | |
| "id": "site_dcd9fafe3f", | |
| "title": "Probabilistic Movement Primitives", | |
| "author": "Alexandros Paraschos, Christian Daniel, Jan Peters, Gerhard Neumann", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4025" | |
| }, | |
| { | |
| "id": "site_2bb47d2ae4", | |
| "title": "Probabilistic Principal Geodesic Analysis", | |
| "author": "Miaomiao Zhang, Tom Fletcher", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3865" | |
| }, | |
| { | |
| "id": "site_339b53598e", | |
| "title": "Projected Natural Actor-Critic", | |
| "author": "Philip Thomas, William C Dabney, Stephen Giguere, Sridhar Mahadevan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3994" | |
| }, | |
| { | |
| "id": "site_88371b310b", | |
| "title": "Projecting Ising Model Parameters for Fast Mixing", | |
| "author": "Justin Domke, Xianghang Liu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3809" | |
| }, | |
| { | |
| "id": "site_7df20cc8f0", | |
| "title": "Provable Subspace Clustering: When LRR meets SSC", | |
| "author": "Yu-Xiang Wang, Huan Xu, Chenlei Leng", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3741" | |
| }, | |
| { | |
| "id": "site_658bf46ab8", | |
| "title": "RNADE: The real-valued neural autoregressive density-estimator", | |
| "author": "Benigno Uria, Iain Murray, Hugo Larochelle", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3976" | |
| }, | |
| { | |
| "id": "site_6b52a9fc72", | |
| "title": "Rapid Distance-Based Outlier Detection via Sampling", | |
| "author": "Mahito Sugiyama, Karsten Borgwardt", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3786" | |
| }, | |
| { | |
| "id": "site_32468cd643", | |
| "title": "Real-Time Inference for a Gamma Process Model of Neural Spiking", | |
| "author": "David Carlson, Vinayak Rao, Joshua T Vogelstein, Lawrence Carin", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4046" | |
| }, | |
| { | |
| "id": "site_8499b0d9cd", | |
| "title": "Reasoning With Neural Tensor Networks for Knowledge Base Completion", | |
| "author": "Richard Socher, Danqi Chen, Christopher D Manning, Andrew Y Ng", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3838" | |
| }, | |
| { | |
| "id": "site_3bbb686269", | |
| "title": "Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively", | |
| "author": "Wen-Hao Zhang, Si Wu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3736" | |
| }, | |
| { | |
| "id": "site_6bbc7168a9", | |
| "title": "Reconciling \"priors'' & \"priors\" without prejudice?", | |
| "author": "Remi Gribonval, Pierre Machart", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3978" | |
| }, | |
| { | |
| "id": "site_c7c5504c63", | |
| "title": "Recurrent linear models of simultaneously-recorded neural populations", | |
| "author": "Marius Pachitariu, Biljana Petreska, Maneesh Sahani", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4083" | |
| }, | |
| { | |
| "id": "site_48e81bb691", | |
| "title": "Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems", | |
| "author": "Hesham Mostafa, Lorenz K Muller, Giacomo Indiveri", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3815" | |
| }, | |
| { | |
| "id": "site_6d993d4a31", | |
| "title": "Reflection methods for user-friendly submodular optimization", | |
| "author": "Stefanie Jegelka, Francis Bach, Suvrit Sra", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3880" | |
| }, | |
| { | |
| "id": "site_e59b382a25", | |
| "title": "Regression-tree Tuning in a Streaming Setting", | |
| "author": "Samory Kpotufe, Francesco Orabona", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3933" | |
| }, | |
| { | |
| "id": "site_d29f9c99e0", | |
| "title": "Regret based Robust Solutions for Uncertain Markov Decision Processes", | |
| "author": "Asrar Ahmed, Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3833" | |
| }, | |
| { | |
| "id": "site_bc8ba587f8", | |
| "title": "Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima", | |
| "author": "Po-Ling Loh, Martin J Wainwright", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3787" | |
| }, | |
| { | |
| "id": "site_be505fd786", | |
| "title": "Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel", | |
| "author": "Tai Qin, Karl Rohe", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4081" | |
| }, | |
| { | |
| "id": "site_b4072ea1cc", | |
| "title": "Reinforcement Learning in Robust Markov Decision Processes", | |
| "author": "Shiau Hong Lim, Huan Xu, Shie Mannor", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3813" | |
| }, | |
| { | |
| "id": "site_f6f46227da", | |
| "title": "Relevance Topic Model for Unstructured Social Group Activity Recognition", | |
| "author": "Fang Zhao, Yongzhen Huang, Liang Wang, Tieniu Tan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4021" | |
| }, | |
| { | |
| "id": "site_6136026a6a", | |
| "title": "Reservoir Boosting : Between Online and Offline Ensemble Learning", | |
| "author": "Leonidas Lefakis, Fran\u00e7ois Fleuret", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3891" | |
| }, | |
| { | |
| "id": "site_995069ec50", | |
| "title": "Reshaping Visual Datasets for Domain Adaptation", | |
| "author": "Boqing Gong, Kristen Grauman, Fei Sha", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3877" | |
| }, | |
| { | |
| "id": "site_0da6a17d77", | |
| "title": "Restricting exchangeable nonparametric distributions", | |
| "author": "Sinead Williamson, Steven MacEachern, Eric Xing", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4023" | |
| }, | |
| { | |
| "id": "site_25329709ba", | |
| "title": "Reward Mapping for Transfer in Long-Lived Agents", | |
| "author": "Xiaoxiao Guo, Satinder Singh, Richard L Lewis", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3971" | |
| }, | |
| { | |
| "id": "site_33f415c8bb", | |
| "title": "Robust Bloom Filters for Large MultiLabel Classification Tasks", | |
| "author": "Moustapha M Cisse, Nicolas Usunier, Thierry Arti\u00e8res, Patrick Gallinari", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3940" | |
| }, | |
| { | |
| "id": "site_63e7c9b73a", | |
| "title": "Robust Data-Driven Dynamic Programming", | |
| "author": "Grani Adiwena Hanasusanto, Daniel Kuhn", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3827" | |
| }, | |
| { | |
| "id": "site_cc9da91002", | |
| "title": "Robust Image Denoising with Multi-Column Deep Neural Networks", | |
| "author": "Forest Agostinelli, Michael R Anderson, Honglak Lee", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3900" | |
| }, | |
| { | |
| "id": "site_c3eb7be9ea", | |
| "title": "Robust Low Rank Kernel Embeddings of Multivariate Distributions", | |
| "author": "Le Song, Bo Dai", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4093" | |
| }, | |
| { | |
| "id": "site_e143f3091e", | |
| "title": "Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching", | |
| "author": "Marcelo Fiori, Pablo Sprechmann, Joshua T Vogelstein, Pablo Muse, Guillermo Sapiro", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3748" | |
| }, | |
| { | |
| "id": "site_58364592db", | |
| "title": "Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model", | |
| "author": "Fang Han, Han Liu", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3950" | |
| }, | |
| { | |
| "id": "site_a60de0692a", | |
| "title": "Robust Spatial Filtering with Beta Divergence", | |
| "author": "Wojciech Samek, Duncan Blythe, Klaus-Robert M\u00fcller, Motoaki Kawanabe", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3847" | |
| }, | |
| { | |
| "id": "site_f75ba36bff", | |
| "title": "Robust Transfer Principal Component Analysis with Rank Constraints", | |
| "author": "Yuhong Guo", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3862" | |
| }, | |
| { | |
| "id": "site_ccfa791764", | |
| "title": "Robust learning of low-dimensional dynamics from large neural ensembles", | |
| "author": "David Pfau, Eftychios Pnevmatikakis, Liam Paninski", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4000" | |
| }, | |
| { | |
| "id": "site_1ce237e4cf", | |
| "title": "Scalable Inference for Logistic-Normal Topic Models", | |
| "author": "Jianfei Chen, Jun Zhu, Zi Wang, Xun Zheng, Bo Zhang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4006" | |
| }, | |
| { | |
| "id": "site_0048885708", | |
| "title": "Scalable Influence Estimation in Continuous-Time Diffusion Networks", | |
| "author": "Nan Du, Le Song, Manuel Gomez Rodriguez, Hongyuan Zha", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4084" | |
| }, | |
| { | |
| "id": "site_2559fb72af", | |
| "title": "Scalable kernels for graphs with continuous attributes", | |
| "author": "Aasa Feragen, Niklas Kasenburg, Jens Petersen, Marleen de Bruijne, Karsten Borgwardt", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3758" | |
| }, | |
| { | |
| "id": "site_9a62984188", | |
| "title": "Scoring Workers in Crowdsourcing: How Many Control Questions are Enough?", | |
| "author": "Qiang Liu, Alexander Ihler, Mark Steyvers", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3947" | |
| }, | |
| { | |
| "id": "site_19845aa7c0", | |
| "title": "Sensor Selection in High-Dimensional Gaussian Trees with Nuisances", | |
| "author": "Daniel S Levine, Jonathan How", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3980" | |
| }, | |
| { | |
| "id": "site_8a9ca2f639", | |
| "title": "Sequential Transfer in Multi-armed Bandit with Finite Set of Models", | |
| "author": "Mohammad Gheshlaghi azar, Alessandro Lazaric, Emma Brunskill", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3981" | |
| }, | |
| { | |
| "id": "site_2187970583", | |
| "title": "Sign Cauchy Projections and Chi-Square Kernel", | |
| "author": "Ping Li, Gennady Samorodnitsk, John Hopcroft", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4020" | |
| }, | |
| { | |
| "id": "site_9dbd14f90b", | |
| "title": "Similarity Component Analysis", | |
| "author": "Soravit Changpinyo, Kuan Liu, Fei Sha", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3902" | |
| }, | |
| { | |
| "id": "site_936b1ce894", | |
| "title": "Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors", | |
| "author": "Xiaoqin Zhang, Di Wang, Zhengyuan Zhou, Yi Ma", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3916" | |
| }, | |
| { | |
| "id": "site_c329ddff17", | |
| "title": "Sinkhorn Distances: Lightspeed Computation of Optimal Transport", | |
| "author": "Marco Cuturi", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3989" | |
| }, | |
| { | |
| "id": "site_987948e3a3", | |
| "title": "Sketching Structured Matrices for Faster Nonlinear Regression", | |
| "author": "Haim Avron, Vikas Sindhwani, David Woodruff", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4067" | |
| }, | |
| { | |
| "id": "site_1018efaaaf", | |
| "title": "Small-Variance Asymptotics for Hidden Markov Models", | |
| "author": "Anirban Roychowdhury, Ke Jiang, Brian Kulis", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3968" | |
| }, | |
| { | |
| "id": "site_1f71e55c9d", | |
| "title": "Solving inverse problem of Markov chain with partial observations", | |
| "author": "Tetsuro Morimura, Takayuki Osogami, Tsuyoshi Ide", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3918" | |
| }, | |
| { | |
| "id": "site_4561361048", | |
| "title": "Solving the multi-way matching problem by permutation synchronization", | |
| "author": "Deepti Pachauri, Risi Kondor, Vikas Singh", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3941" | |
| }, | |
| { | |
| "id": "site_50d53c18aa", | |
| "title": "Sparse Additive Text Models with Low Rank Background", | |
| "author": "Lei Shi", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3753" | |
| }, | |
| { | |
| "id": "site_67cbc84730", | |
| "title": "Sparse Inverse Covariance Estimation with Calibration", | |
| "author": "Tuo Zhao, Han Liu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3987" | |
| }, | |
| { | |
| "id": "site_4868625bd2", | |
| "title": "Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis", | |
| "author": "Nikhil Rao, Christopher R Cox, Rob Nowak, Timothy T Rogers", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3979" | |
| }, | |
| { | |
| "id": "site_19d2c6f586", | |
| "title": "Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions", | |
| "author": "Eftychios Pnevmatikakis, Liam Paninski", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3873" | |
| }, | |
| { | |
| "id": "site_298b0529b0", | |
| "title": "Spectral methods for neural characterization using generalized quadratic models", | |
| "author": "Il Memming Park, Evan Archer, Nicholas Priebe, Jonathan W Pillow", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4007" | |
| }, | |
| { | |
| "id": "site_bc93cd9807", | |
| "title": "Speeding up Permutation Testing in Neuroimaging", | |
| "author": "Chris Hinrichs, Vamsi Ithapu, Qinyuan Sun, Sterling C Johnson, Vikas Singh", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3834" | |
| }, | |
| { | |
| "id": "site_b2474020f5", | |
| "title": "Speedup Matrix Completion with Side Information: Application to Multi-Label Learning", | |
| "author": "Miao Xu, Rong Jin, Zhi-Hua Zhou", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3990" | |
| }, | |
| { | |
| "id": "site_58a7e83c0e", | |
| "title": "Spike train entropy-rate estimation using hierarchical Dirichlet process priors", | |
| "author": "Karin C Knudson, Jonathan W Pillow", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3965" | |
| }, | |
| { | |
| "id": "site_89baaf094f", | |
| "title": "Statistical Active Learning Algorithms", | |
| "author": "Maria-Florina F Balcan, Vitaly Feldman", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3878" | |
| }, | |
| { | |
| "id": "site_4bfae30c6f", | |
| "title": "Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators.", | |
| "author": "Michel Besserve, Nikos K Logothetis, Bernhard Sch\u00f6lkopf", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4016" | |
| }, | |
| { | |
| "id": "site_2cd60534d7", | |
| "title": "Stochastic Convex Optimization with Multiple Objectives", | |
| "author": "Mehrdad Mahdavi, Tianbao Yang, Rong Jin", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3858" | |
| }, | |
| { | |
| "id": "site_9e02ade4e7", | |
| "title": "Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex", | |
| "author": "Sam Patterson, Yee Whye Teh", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4079" | |
| }, | |
| { | |
| "id": "site_80adb941c3", | |
| "title": "Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization", | |
| "author": "Julien Mairal", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3988" | |
| }, | |
| { | |
| "id": "site_d876c6192a", | |
| "title": "Stochastic Optimization of PCA with Capped MSG", | |
| "author": "Raman Arora, Andrew Cotter, Nati Srebro", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3936" | |
| }, | |
| { | |
| "id": "site_b8e86393f6", | |
| "title": "Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs", | |
| "author": "Yann Dauphin, Yoshua Bengio", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3883" | |
| }, | |
| { | |
| "id": "site_c608059bee", | |
| "title": "Stochastic blockmodel approximation of a graphon: Theory and consistent estimation", | |
| "author": "Edo M Airoldi, Thiago B Costa, Stanley H Chan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3812" | |
| }, | |
| { | |
| "id": "site_d25c4c379e", | |
| "title": "Streaming Variational Bayes", | |
| "author": "Tamara Broderick, Nicholas Boyd, Andre Wibisono, Ashia C Wilson, Michael Jordan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3926" | |
| }, | |
| { | |
| "id": "site_91e6fe1898", | |
| "title": "Structured Learning via Logistic Regression", | |
| "author": "Justin Domke", | |
| "status": "Spotlight", | |
| "track": "main", | |
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| "title": "Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints", | |
| "author": "Rishabh K Iyer, Jeffrey A Bilmes", | |
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| { | |
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| "title": "Summary Statistics for Partitionings and Feature Allocations", | |
| "author": "Isik B Fidaner, Taylan Cemgil", | |
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| "title": "Supervised Sparse Analysis and Synthesis Operators", | |
| "author": "Pablo Sprechmann, Roee Litman, Tal Ben Yakar, Alexander M Bronstein, Guillermo Sapiro", | |
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| "title": "Symbolic Opportunistic Policy Iteration for Factored-Action MDPs", | |
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| "title": "Synthesizing Robust Plans under Incomplete Domain Models", | |
| "author": "Tuan A Nguyen, Subbarao Kambhampati, Minh Do", | |
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| "title": "The Fast Convergence of Incremental PCA", | |
| "author": "Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund", | |
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| "title": "The Pareto Regret Frontier", | |
| "author": "Wouter M Koolen", | |
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| "title": "The Power of Asymmetry in Binary Hashing", | |
| "author": "Behnam Neyshabur, Nati Srebro, Russ Salakhutdinov, Yury Makarychev, Payman Yadollahpour", | |
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| "site": "https://nips.cc/virtual/2013/poster/4048" | |
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| "title": "The Randomized Dependence Coefficient", | |
| "author": "David Lopez-Paz, Philipp Hennig, Bernhard Sch\u00f6lkopf", | |
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| "title": "The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited", | |
| "author": "Matthias Hein, Simon Setzer, Leonardo Jost, Syama Sundar Rangapuram", | |
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| "title": "Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections", | |
| "author": "Matthew Lawlor, Steven W Zucker", | |
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| "title": "Thompson Sampling for 1-Dimensional Exponential Family Bandits", | |
| "author": "Nathaniel Korda, Emilie Kaufmann, Remi Munos", | |
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| "title": "Top-Down Regularization of Deep Belief Networks", | |
| "author": "Hanlin Goh, Nicolas Thome, Matthieu Cord, Joo-Hwee Lim", | |
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| "title": "Tracking Time-varying Graphical Structure", | |
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| "title": "Trading Computation for Communication: Distributed Stochastic Dual Coordinate Ascent", | |
| "author": "Tianbao Yang", | |
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| "title": "Training and Analysing Deep Recurrent Neural Networks", | |
| "author": "Michiel Hermans, Benjamin Schrauwen", | |
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| "title": "Transfer Learning in a Transductive Setting", | |
| "author": "Marcus Rohrbach, Sandra Ebert, Bernt Schiele", | |
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| "site": "https://nips.cc/virtual/2013/poster/3739" | |
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| "title": "Translating Embeddings for Modeling Multi-relational Data", | |
| "author": "Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, Oksana Yakhnenko", | |
| "status": "Poster", | |
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| "title": "Transportability from Multiple Environments with Limited Experiments", | |
| "author": "Elias Bareinboim, Sanghack Lee, Vasant Honavar, Judea Pearl", | |
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| "title": "Two-Target Algorithms for Infinite-Armed Bandits with Bernoulli Rewards", | |
| "author": "Thomas Bonald, Alexandre Proutiere", | |
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| "title": "Understanding Dropout", | |
| "author": "Pierre Baldi, Peter Sadowski", | |
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| "title": "Understanding variable importances in forests of randomized trees", | |
| "author": "Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts", | |
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| { | |
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| "title": "Universal models for binary spike patterns using centered Dirichlet processes", | |
| "author": "Il Memming Park, Evan Archer, Kenneth W Latimer, Jonathan W Pillow", | |
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| "title": "Unsupervised Spectral Learning of Finite State Transducers", | |
| "author": "Raphael Bailly, Xavier Carreras, Ariadna Quattoni", | |
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| "site": "https://nips.cc/virtual/2013/poster/3824" | |
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| "title": "Unsupervised Structure Learning of Stochastic And-Or Grammars", | |
| "author": "Kewei Tu, Maria Pavlovskaia, Song-Chun Zhu", | |
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| "site": "https://nips.cc/virtual/2013/poster/3881" | |
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| "title": "Using multiple samples to learn mixture models", | |
| "author": "Jason D Lee, Ran Gilad-Bachrach, Rich Caruana", | |
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| "site": "https://nips.cc/virtual/2013/poster/3770" | |
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| "title": "Variance Reduction for Stochastic Gradient Optimization", | |
| "author": "Chong Wang, Xi Chen, Alexander Smola, Eric Xing", | |
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| "site": "https://nips.cc/virtual/2013/poster/3754" | |
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| { | |
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| "title": "Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression", | |
| "author": "Michalis Titsias, Miguel Lazaro-Gredilla", | |
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| { | |
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| "title": "Variational Planning for Graph-based MDPs", | |
| "author": "Qiang Cheng, Qiang Liu, Feng Chen, Alexander Ihler", | |
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| "site": "https://nips.cc/virtual/2013/poster/4065" | |
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| { | |
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| "title": "Variational Policy Search via Trajectory Optimization", | |
| "author": "Sergey Levine, Vladlen Koltun", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3757" | |
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| { | |
| "id": "site_09aab29017", | |
| "title": "Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies", | |
| "author": "Yangqing Jia, Joshua T Abbott, Joseph L Austerweil, Tom Griffiths, Trevor Darrell", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3939" | |
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| { | |
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| "title": "Wavelets on Graphs via Deep Learning", | |
| "author": "Raif Rustamov, Leonidas Guibas", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3846" | |
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| { | |
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| "title": "What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach", | |
| "author": "Zhenwen Dai, Georgios Exarchakis, J\u00f6rg L\u00fccke", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3761" | |
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| { | |
| "id": "site_9e15f1e529", | |
| "title": "What do row and column marginals reveal about your dataset?", | |
| "author": "Behzad Golshan, John Byers, Evimaria Terzi", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3975" | |
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| { | |
| "id": "site_d1060fa8ea", | |
| "title": "When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity", | |
| "author": "Anima Anandkumar, Daniel Hsu, Majid Janzamin, Sham M Kakade", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3955" | |
| }, | |
| { | |
| "id": "site_c105e7de61", | |
| "title": "When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements", | |
| "author": "Divyanshu Vats, Richard Baraniuk", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3845" | |
| }, | |
| { | |
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| "title": "Which Space Partitioning Tree to Use for Search?", | |
| "author": "Parikshit Ram, Alexander Gray", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3808" | |
| }, | |
| { | |
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| "title": "Zero-Shot Learning Through Cross-Modal Transfer", | |
| "author": "Richard Socher, Milind Ganjoo, Christopher D Manning, Andrew Y Ng", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/3839" | |
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| { | |
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| "title": "k-Prototype Learning for 3D Rigid Structures", | |
| "author": "Hu Ding, Ronald Berezney, Jinhui Xu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2013/poster/4022" | |
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| "title": "q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions", | |
| "author": "Assaf Glazer, Michael Lindenbaum, Shaul Markovitch", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/3790" | |
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| { | |
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| "title": "\u03a3-Optimality for Active Learning on Gaussian Random Fields", | |
| "author": "Yifei Ma, Roman Garnett, Jeff Schneider", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2013/poster/4040" | |
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