| [ | |
| { | |
| "title": "(RF)^2 -- Random Forest Random Field", | |
| "status": "Poster", | |
| "authors": "Nadia C Payet, Sinisa Todorovic" | |
| }, | |
| { | |
| "title": "A Bayesian Approach to Concept Drift", | |
| "status": "Poster", | |
| "authors": "Stephen H Bach, Mark Maloof" | |
| }, | |
| { | |
| "title": "A Bayesian Framework for Figure-Ground Interpretation", | |
| "status": "Poster", | |
| "authors": "Vicky Froyen, Jacob Feldman, Manish Singh" | |
| }, | |
| { | |
| "title": "A Computational Decision Theory for Interactive Assistants", | |
| "status": "Poster", | |
| "authors": "Alan Fern, Prasad Tadepalli" | |
| }, | |
| { | |
| "title": "A Dirty Model for Multi-task Learning", | |
| "status": "Oral", | |
| "authors": "Ali Jalali, Pradeep Ravikumar, Sujay Sanghavi, Chao Ruan" | |
| }, | |
| { | |
| "title": "A Discriminative Latent Model of Image Region and Object Tag Correspondence", | |
| "status": "Poster", | |
| "authors": "Yang Wang, Greg Mori" | |
| }, | |
| { | |
| "title": "A Family of Penalty Functions for Structured Sparsity", | |
| "status": "Spotlight", | |
| "authors": "Charles A Micchelli, Jean M Morales, Massimiliano Pontil" | |
| }, | |
| { | |
| "title": "A Log-Domain Implementation of the Diffusion Network in Very Large Scale Integration", | |
| "status": "Poster", | |
| "authors": "Yi-Da Wu, Shi-Jie Lin, Hsin Chen" | |
| }, | |
| { | |
| "title": "A New Probabilistic Model for Rank Aggregation", | |
| "status": "Poster", | |
| "authors": "Tao Qin, Xiubo Geng, Tie-Yan Liu" | |
| }, | |
| { | |
| "title": "A Novel Kernel for Learning a Neuron Model from Spike Train Data", | |
| "status": "Poster", | |
| "authors": "Nicholas K Fisher, Arunava Banerjee" | |
| }, | |
| { | |
| "title": "A POMDP Extension with Belief-dependent Rewards", | |
| "status": "Poster", | |
| "authors": "Mauricio A Araya, Olivier Buffet, Vincent Thomas, Fran\u00e7ois Charpillet" | |
| }, | |
| { | |
| "title": "A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups", | |
| "status": "Poster", | |
| "authors": "Sofia Mosci, Silvia Villa, Alessandro Verri, Lorenzo Rosasco" | |
| }, | |
| { | |
| "title": "A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction", | |
| "status": "Poster", | |
| "authors": "Tamir Hazan, Raquel Urtasun" | |
| }, | |
| { | |
| "title": "A Reduction from Apprenticeship Learning to Classification", | |
| "status": "Poster", | |
| "authors": "Umar Syed, Robert E Schapire" | |
| }, | |
| { | |
| "title": "A Theory of Multiclass Boosting", | |
| "status": "Oral", | |
| "authors": "Indraneel Mukherjee, Robert E Schapire" | |
| }, | |
| { | |
| "title": "A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model", | |
| "status": "Poster", | |
| "authors": "Sebastian C Millner, Andreas Gr\u00fcbl, Karlheinz Meier, Johannes Schemmel, Marc-Olivier Schwartz" | |
| }, | |
| { | |
| "title": "A biologically plausible network for the computation of orientation dominance", | |
| "status": "Spotlight", | |
| "authors": "Kritika Muralidharan, Nuno Vasconcelos" | |
| }, | |
| { | |
| "title": "A novel family of non-parametric cumulative based divergences for point processes", | |
| "status": "Poster", | |
| "authors": "Sohan Seth, Il Memming Park, Austin J Brockmeier, Mulugeta Semework, John S Choi, Joseph T Francis, Jose C Principe" | |
| }, | |
| { | |
| "title": "A rational decision making framework for inhibitory control", | |
| "status": "Oral", | |
| "authors": "Pradeep Shenoy, Rajesh PN Rao, Angela Yu" | |
| }, | |
| { | |
| "title": "A unified model of short-range and long-range motion perception", | |
| "status": "Poster", | |
| "authors": "Shuang Wu, Xuming He, HongJing Lu, Alan Yuille" | |
| }, | |
| { | |
| "title": "Accounting for network effects in neuronal responses using L1 regularized point process models", | |
| "status": "Poster", | |
| "authors": "" | |
| }, | |
| { | |
| "title": "Active Estimation of F-Measures", | |
| "status": "Poster", | |
| "authors": "Christoph Sawade, Niels Landwehr, Tobias Scheffer" | |
| }, | |
| { | |
| "title": "Active Instance Sampling via Matrix Partition", | |
| "status": "Poster", | |
| "authors": "Yuhong Guo" | |
| }, | |
| { | |
| "title": "Active Learning Applied to Patient-Adaptive Heartbeat Classification", | |
| "status": "Poster", | |
| "authors": "Jenna Wiens, John Guttag" | |
| }, | |
| { | |
| "title": "Active Learning by Querying Informative and Representative Examples", | |
| "status": "Poster", | |
| "authors": "Sheng-Jun Huang, Rong Jin, Zhi-Hua Zhou" | |
| }, | |
| { | |
| "title": "Adaptive Multi-Task Lasso: with Application to eQTL Detection", | |
| "status": "Poster", | |
| "authors": "Seunghak Lee, Jun Zhu, Eric Xing" | |
| }, | |
| { | |
| "title": "Agnostic Active Learning Without Constraints", | |
| "status": "Poster", | |
| "authors": "Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang" | |
| }, | |
| { | |
| "title": "An Alternative to Low-level-Sychrony-Based Methods for Speech Detection", | |
| "status": "Poster", | |
| "authors": "Paul L Ruvolo, javier r movellan" | |
| }, | |
| { | |
| "title": "An Approximate Inference Approach to Temporal Optimization in Optimal Control", | |
| "status": "Poster", | |
| "authors": "Konrad C Rawlik, Marc Toussaint, Sethu Vijayakumar" | |
| }, | |
| { | |
| "title": "An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA", | |
| "status": "Poster", | |
| "authors": "Matthias Hein, Thomas B\u00fchler" | |
| }, | |
| { | |
| "title": "An analysis on negative curvature induced by singularity in multi-layer neural-network learning", | |
| "status": "Poster", | |
| "authors": "Eiji Mizutani, Stuart Dreyfus" | |
| }, | |
| { | |
| "title": "Approximate Inference by Compilation to Arithmetic Circuits", | |
| "status": "Poster", | |
| "authors": "Daniel Lowd, Pedro Domingos" | |
| }, | |
| { | |
| "title": "Approximate inference in continuous time Gaussian-Jump processes", | |
| "status": "Poster", | |
| "authors": "Manfred Opper, Andreas Ruttor, Guido Sanguinetti" | |
| }, | |
| { | |
| "title": "Attractor Dynamics with Synaptic Depression", | |
| "status": "Spotlight", | |
| "authors": "C. C. Alan Fung, K. Y. Michael Wong, He Wang, Si Wu" | |
| }, | |
| { | |
| "title": "Auto-Regressive HMM Inference with Incomplete Data for Short-Horizon Wind Forecasting", | |
| "status": "Poster", | |
| "authors": "Chris Barber, Joe Bockhorst, Paul Roebber" | |
| }, | |
| { | |
| "title": "Avoiding False Positive in Multi-Instance Learning", | |
| "status": "Poster", | |
| "authors": "Yanjun Han, Qing Tao, Jue Wang" | |
| }, | |
| { | |
| "title": "Basis Construction from Power Series Expansions of Value Functions", | |
| "status": "Poster", | |
| "authors": "Sridhar Mahadevan, Bo Liu" | |
| }, | |
| { | |
| "title": "Batch Bayesian Optimization via Simulation Matching", | |
| "status": "Poster", | |
| "authors": "Javad Azimi, Alan Fern, Xiaoli Fern" | |
| }, | |
| { | |
| "title": "Bayesian Action-Graph Games", | |
| "status": "Poster", | |
| "authors": "Albert Xin Jiang, Kevin Leyton-Brown" | |
| }, | |
| { | |
| "title": "Beyond Actions: Discriminative Models for Contextual Group Activities", | |
| "status": "Poster", | |
| "authors": "Tian Lan, Yang Wang, Weilong Yang, Greg Mori" | |
| }, | |
| { | |
| "title": "Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference", | |
| "status": "Poster", | |
| "authors": "Aurelie Lozano, Vikas Sindhwani" | |
| }, | |
| { | |
| "title": "Boosting Classifier Cascades", | |
| "status": "Poster", | |
| "authors": "Mohammad J Saberian, Nuno Vasconcelos" | |
| }, | |
| { | |
| "title": "Bootstrapping Apprenticeship Learning", | |
| "status": "Poster", | |
| "authors": "Abdeslam Boularias, Brahim Chaib-draa" | |
| }, | |
| { | |
| "title": "Brain covariance selection: better individual functional connectivity models using population prior", | |
| "status": "Poster", | |
| "authors": "Ga\u00ebl Varoquaux, Alexandre Gramfort, Jean-Baptiste Poline, Bertrand Thirion" | |
| }, | |
| { | |
| "title": "CUR from a Sparse Optimization Viewpoint", | |
| "status": "Poster", | |
| "authors": "Jacob Bien, Ya Xu, Michael W Mahoney" | |
| }, | |
| { | |
| "title": "Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations", | |
| "status": "Poster", | |
| "authors": "Danial Lashkari, Ramesh Sridharan, Polina Golland" | |
| }, | |
| { | |
| "title": "Causal discovery in multiple models from different experiments", | |
| "status": "Poster", | |
| "authors": "Tom Claassen, Tom Heskes" | |
| }, | |
| { | |
| "title": "Co-regularization Based Semi-supervised Domain Adaptation", | |
| "status": "Poster", | |
| "authors": "Hal Daum\u00e9 III, Abhishek Kumar, Avishek Saha" | |
| }, | |
| { | |
| "title": "Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm", | |
| "status": "Poster", | |
| "authors": "Russ Salakhutdinov, Nati Srebro" | |
| }, | |
| { | |
| "title": "Computing Marginal Distributions over Continuous Markov Networks for Statistical Relational Learning", | |
| "status": "Poster", | |
| "authors": "Matthias Broecheler, Lise Getoor" | |
| }, | |
| { | |
| "title": "Constructing Skill Trees for Reinforcement Learning Agents from Demonstration Trajectories", | |
| "status": "Poster", | |
| "authors": "George Konidaris, Scott R Kuindersma, Andrew G Barto, Roderic A Grupen" | |
| }, | |
| { | |
| "title": "Construction of Dependent Dirichlet Processes based on Poisson Processes", | |
| "status": "Oral", | |
| "authors": "Dahua Lin, Eric Grimson, John Fisher III" | |
| }, | |
| { | |
| "title": "Convex Multiple-Instance Learning by Estimating Likelihood Ratio", | |
| "status": "Poster", | |
| "authors": "Fuxin Li, Cristian Sminchisescu" | |
| }, | |
| { | |
| "title": "Copula Bayesian Networks", | |
| "status": "Poster", | |
| "authors": "Gal Elidan" | |
| }, | |
| { | |
| "title": "Copula Processes", | |
| "status": "Spotlight", | |
| "authors": "Andrew Wilson, Zoubin Ghahramani" | |
| }, | |
| { | |
| "title": "Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings", | |
| "status": "Poster", | |
| "authors": "Hai-Son P Le, Ziv Bar-Joseph" | |
| }, | |
| { | |
| "title": "Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication", | |
| "status": "Spotlight", | |
| "authors": "Guy D Isely, Christopher J Hillar, Fritz Sommer" | |
| }, | |
| { | |
| "title": "Decoding Ipsilateral Finger Movements from ECoG Signals in Humans", | |
| "status": "Poster", | |
| "authors": "Yuzong Liu, Mohit Sharma, Charles M Gaona, Jonathan D Breshears, jarod Roland, zachary V Freudenburg, Kilian Q Weinberger, Eric C Leuthardt" | |
| }, | |
| { | |
| "title": "Decomposing Isotonic Regression for Efficiently Solving Large Problems", | |
| "status": "Poster", | |
| "authors": "Ronny Luss, Saharon Rosset, Moni Shahar" | |
| }, | |
| { | |
| "title": "Deep Coding Network", | |
| "status": "Poster", | |
| "authors": "Yuanqing Lin, Tong Zhang, Shenghuo Zhu, Kai Yu" | |
| }, | |
| { | |
| "title": "Deterministic Single-Pass Algorithm for LDA", | |
| "status": "Poster", | |
| "authors": "Issei Sato, Kenichi Kurihara, Hiroshi Nakagawa" | |
| }, | |
| { | |
| "title": "Direct Loss Minimization for Structured Prediction", | |
| "status": "Poster", | |
| "authors": "David A McAllester, Tamir Hazan, Joseph Keshet" | |
| }, | |
| { | |
| "title": "Discriminative Clustering by Regularized Information Maximization", | |
| "status": "Poster", | |
| "authors": "Ryan G Gomes, Andreas Krause, Pietro Perona" | |
| }, | |
| { | |
| "title": "Distributed Dual Averaging In Networks", | |
| "status": "Spotlight", | |
| "authors": "John Duchi, Alekh Agarwal, Martin J Wainwright" | |
| }, | |
| { | |
| "title": "Distributionally Robust Markov Decision Processes", | |
| "status": "Poster", | |
| "authors": "Huan Xu, Shie Mannor" | |
| }, | |
| { | |
| "title": "Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform", | |
| "status": "Poster", | |
| "authors": "Siwei Lyu" | |
| }, | |
| { | |
| "title": "Double Q-learning", | |
| "status": "Poster", | |
| "authors": "Hado P van Hasselt" | |
| }, | |
| { | |
| "title": "Dynamic Infinite Relational Model for Time-varying Relational Data Analysis", | |
| "status": "Poster", | |
| "authors": "Katsuhiko Ishiguro, Tomoharu Iwata, Naonori Ueda, Josh Tenenbaum" | |
| }, | |
| { | |
| "title": "Effects of Synaptic Weight Diffusion on Learning in Decision Making Networks", | |
| "status": "Poster", | |
| "authors": "Kentaro Katahira, Kazuo Okanoya, Masato Okada" | |
| }, | |
| { | |
| "title": "Efficient Minimization of Decomposable Submodular Functions", | |
| "status": "Spotlight", | |
| "authors": "Peter G Stobbe, Andreas Krause" | |
| }, | |
| { | |
| "title": "Efficient Optimization for Discriminative Latent Class Models", | |
| "status": "Poster", | |
| "authors": "Armand Joulin, Francis Bach, Jean A Ponce" | |
| }, | |
| { | |
| "title": "Efficient Relational Learning with Hidden Variable Detection", | |
| "status": "Poster", | |
| "authors": "Ni Lao, Jun Zhu, Liu Xinwang, Yandong Liu, William Cohen" | |
| }, | |
| { | |
| "title": "Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions", | |
| "status": "Poster", | |
| "authors": "Achintya Kundu, Vikram Mukunda Rao Tankasali, Chiranjib Bhattacharyya, Aharon Ben-Tal" | |
| }, | |
| { | |
| "title": "Efficient and Robust Feature Selection via Joint \u21132,1-Norms Minimization", | |
| "status": "Poster", | |
| "authors": "Feiping Nie, Heng Huang, Xiao Cai, Chris Ding" | |
| }, | |
| { | |
| "title": "Empirical Bernstein Inequalities for U-Statistics", | |
| "status": "Poster", | |
| "authors": "Thomas Peel, Sandrine Anthoine, Liva Ralaivola" | |
| }, | |
| { | |
| "title": "Empirical Risk Minimization with Approximations of Probabilistic Grammars", | |
| "status": "Poster", | |
| "authors": "Shay Cohen, Noah A Smith" | |
| }, | |
| { | |
| "title": "Energy Disaggregation via Discriminative Sparse Coding", | |
| "status": "Poster", | |
| "authors": "J. Zico Kolter, Siddarth Batra, Andrew Y Ng" | |
| }, | |
| { | |
| "title": "Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures", | |
| "status": "Spotlight", | |
| "authors": "Kamiya Motwani, Nagesh Adluru, Chris Hinrichs, Vikas Singh" | |
| }, | |
| { | |
| "title": "Error Propagation for Approximate Policy and Value Iteration", | |
| "status": "Poster", | |
| "authors": "Amir-massoud Farahmand, Remi Munos, Csaba Szepesvari" | |
| }, | |
| { | |
| "title": "Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces", | |
| "status": "Poster", | |
| "authors": "David C Lee, Abhinav Gupta, Martial Hebert, Takeo Kanade" | |
| }, | |
| { | |
| "title": "Estimation of Renyi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs", | |
| "status": "Poster", | |
| "authors": "David Pal, Barnabas Poczos, Csaba Szepesvari" | |
| }, | |
| { | |
| "title": "Evaluating neuronal codes for inference using Fisher information", | |
| "status": "Poster", | |
| "authors": "Ralf Haefner, Matthias Bethge" | |
| }, | |
| { | |
| "title": "Evaluation of Rarity of Fingerprints in Forensics", | |
| "status": "Poster", | |
| "authors": "Chang Su, Sargur N Srihari" | |
| }, | |
| { | |
| "title": "Evidence-Specific Structures for Rich Tractable CRFs", | |
| "status": "Poster", | |
| "authors": "Anton Chechetka, Carlos Guestrin" | |
| }, | |
| { | |
| "title": "Exact inference and learning for cumulative distribution functions on loopy graphs", | |
| "status": "Spotlight", | |
| "authors": "Jim C Huang, Nebojsa Jojic, Christopher Meek" | |
| }, | |
| { | |
| "title": "Exact learning curves for Gaussian process regression on large random graphs", | |
| "status": "Spotlight", | |
| "authors": "Matthew J Urry, Peter Sollich" | |
| }, | |
| { | |
| "title": "Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach", | |
| "status": "Poster", | |
| "authors": "Alessandro Bergamo, Lorenzo Torresani" | |
| }, | |
| { | |
| "title": "Extended Bayesian Information Criteria for Gaussian Graphical Models", | |
| "status": "Poster", | |
| "authors": "Rina Foygel, Mathias Drton" | |
| }, | |
| { | |
| "title": "Extensions of Generalized Binary Search to Group Identification and Exponential Costs", | |
| "status": "Poster", | |
| "authors": "Gowtham Bellala, Suresh Bhavnani, Clayton Scott" | |
| }, | |
| { | |
| "title": "Factorized Latent Spaces with Structured Sparsity", | |
| "status": "Poster", | |
| "authors": "Yangqing Jia, Mathieu Salzmann, Trevor Darrell" | |
| }, | |
| { | |
| "title": "Fast Large-scale Mixture Modeling with Component-specific Data Partitions", | |
| "status": "Poster", | |
| "authors": "Bo Thiesson, Chong Wang" | |
| }, | |
| { | |
| "title": "Fast detection of multiple change-points shared by many signals using group LARS", | |
| "status": "Poster", | |
| "authors": "Jean-Philippe Vert, Kevin Bleakley" | |
| }, | |
| { | |
| "title": "Fast global convergence rates of gradient methods for high-dimensional statistical recovery", | |
| "status": "Oral", | |
| "authors": "Alekh Agarwal, Sahand N Negahban, Martin J Wainwright" | |
| }, | |
| { | |
| "title": "Feature Construction for Inverse Reinforcement Learning", | |
| "status": "Poster", | |
| "authors": "Sergey Levine, Zoran Popovic, Vladlen Koltun" | |
| }, | |
| { | |
| "title": "Feature Set Embedding for Incomplete Data", | |
| "status": "Spotlight", | |
| "authors": "David Grangier, Iain Melvin" | |
| }, | |
| { | |
| "title": "Feature Transitions with Saccadic Search: Size, Color, and Orientation Are Not Alike", | |
| "status": "Poster", | |
| "authors": "Stella X Yu" | |
| }, | |
| { | |
| "title": "Fractionally Predictive Spiking Neurons", | |
| "status": "Poster", | |
| "authors": "Sander M Bohte, Jaldert Rombouts" | |
| }, | |
| { | |
| "title": "Functional Geometry Alignment and Localization of Brain Areas", | |
| "status": "Spotlight", | |
| "authors": "Georg Langs, Yanmei Tie, Laura Rigolo, Alexandra Golby, Polina Golland" | |
| }, | |
| { | |
| "title": "Functional form of motion priors in human motion perception", | |
| "status": "Poster", | |
| "authors": "HongJing Lu, Tungyou Lin, Alan L Lee, Luminita Vese, Alan Yuille" | |
| }, | |
| { | |
| "title": "Gated Softmax Classification", | |
| "status": "Poster", | |
| "authors": "Roland Memisevic, Christopher Zach, Geoffrey E Hinton, Marc Pollefeys" | |
| }, | |
| { | |
| "title": "Gaussian Process Preference Elicitation", | |
| "status": "Poster", | |
| "authors": "Edwin Bonilla, Shengbo Guo, Scott Sanner" | |
| }, | |
| { | |
| "title": "Gaussian sampling by local perturbations", | |
| "status": "Poster", | |
| "authors": "George Papandreou, Alan Yuille" | |
| }, | |
| { | |
| "title": "Generalized roof duality and bisubmodular functions", | |
| "status": "Poster", | |
| "authors": "Vladimir Kolmogorov" | |
| }, | |
| { | |
| "title": "Generating more realistic images using gated MRF's", | |
| "status": "Poster", | |
| "authors": "Marc'Aurelio Ranzato, Volodymyr Mnih, Geoffrey E Hinton" | |
| }, | |
| { | |
| "title": "Generative Local Metric Learning for Nearest Neighbor Classification", | |
| "status": "Poster", | |
| "authors": "Yung-Kyun Noh, Byoung-Tak Zhang, Daniel Lee" | |
| }, | |
| { | |
| "title": "Getting lost in space: Large sample analysis of the resistance distance", | |
| "status": "Spotlight", | |
| "authors": "Ulrike von Luxburg, Agnes Radl, Matthias Hein" | |
| }, | |
| { | |
| "title": "Global Analytic Solution for Variational Bayesian Matrix Factorization", | |
| "status": "Spotlight", | |
| "authors": "Shinichi Nakajima, Masashi Sugiyama, Ryota Tomioka" | |
| }, | |
| { | |
| "title": "Global seismic monitoring as probabilistic inference", | |
| "status": "Poster", | |
| "authors": "Nimar Arora, Stuart J Russell, Paul Kidwell, Erik Sudderth" | |
| }, | |
| { | |
| "title": "Graph-Valued Regression", | |
| "status": "Spotlight", | |
| "authors": "Han Liu, Xi Chen, John Lafferty, Larry Wasserman" | |
| }, | |
| { | |
| "title": "Group Sparse Coding with a Laplacian Scale Mixture Prior", | |
| "status": "Poster", | |
| "authors": "Pierre J Garrigues, Bruno Olshausen" | |
| }, | |
| { | |
| "title": "Guaranteed Rank Minimization via Singular Value Projection", | |
| "status": "Spotlight", | |
| "authors": "Prateek Jain, Raghu Meka, Inderjit Dhillon" | |
| }, | |
| { | |
| "title": "Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model", | |
| "status": "Poster", | |
| "authors": "David Reichert, Peggy Series, Amos Storkey" | |
| }, | |
| { | |
| "title": "Hashing Hyperplane Queries to Near Points with Applications to Large-Scale Active Learning", | |
| "status": "Poster", | |
| "authors": "Prateek Jain, Sudheendra Vijayanarasimhan, Kristen Grauman" | |
| }, | |
| { | |
| "title": "Heavy-Tailed Process Priors for Selective Shrinkage", | |
| "status": "Poster", | |
| "authors": "Fabian L Wauthier, Michael Jordan" | |
| }, | |
| { | |
| "title": "Humans Learn Using Manifolds, Reluctantly", | |
| "status": "Oral", | |
| "authors": "Bryan R Gibson, Jerry Zhu, Timothy T Rogers, Chuck Kalish, Joseph Harrison" | |
| }, | |
| { | |
| "title": "Identifying Dendritic Processing", | |
| "status": "Spotlight", | |
| "authors": "Aurel A Lazar, Yevgeniy B Slutskiy" | |
| }, | |
| { | |
| "title": "Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch", | |
| "status": "Oral", | |
| "authors": "Zeeshan Syed, John Guttag" | |
| }, | |
| { | |
| "title": "Identifying graph-structured activation patterns in networks", | |
| "status": "Oral", | |
| "authors": "James L Sharpnack, Aarti Singh" | |
| }, | |
| { | |
| "title": "Implicit Differentiation by Perturbation", | |
| "status": "Poster", | |
| "authors": "Justin Domke" | |
| }, | |
| { | |
| "title": "Implicit encoding of prior probabilities in optimal neural populations", | |
| "status": "Poster", | |
| "authors": "Deep Ganguli, Eero Simoncelli" | |
| }, | |
| { | |
| "title": "Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation", | |
| "status": "Poster", | |
| "authors": "Mathieu Salzmann, Raquel Urtasun" | |
| }, | |
| { | |
| "title": "Improvements to the Sequence Memoizer", | |
| "status": "Poster", | |
| "authors": "Jan Gasthaus, Yee Whye Teh" | |
| }, | |
| { | |
| "title": "Improving Human Judgments by Decontaminating Sequential Dependencies", | |
| "status": "Spotlight", | |
| "authors": "Michael Mozer, Harold Pashler, Matthew Wilder, Robert Lindsey, Matt Jones, Michael Jones" | |
| }, | |
| { | |
| "title": "Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices", | |
| "status": "Poster", | |
| "authors": "Yi Sun, Faustino Gomez, J\u00fcrgen Schmidhuber" | |
| }, | |
| { | |
| "title": "Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles", | |
| "status": "Poster", | |
| "authors": "Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Fan Deng, Tuo Zhang, Xi Jiang, Degang Zhang, Hanbo Chen, Xintao Hu, Steve Miller, tianming Liu" | |
| }, | |
| { | |
| "title": "Inductive Regularized Learning of Kernel Functions", | |
| "status": "Spotlight", | |
| "authors": "Prateek Jain, Brian Kulis, Inderjit Dhillon" | |
| }, | |
| { | |
| "title": "Inference and communication in the game of Password", | |
| "status": "Poster", | |
| "authors": "Yang Xu, Charles Kemp" | |
| }, | |
| { | |
| "title": "Inference with Multivariate Heavy-Tails in Linear Models", | |
| "status": "Poster", | |
| "authors": "Danny Bickson, Carlos Guestrin" | |
| }, | |
| { | |
| "title": "Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics", | |
| "status": "Poster", | |
| "authors": "Kanaka Rajan, L F Abbott, Haim Sompolinsky" | |
| }, | |
| { | |
| "title": "Infinite Relational Modeling of Functional Connectivity in Resting State fMRI", | |
| "status": "Poster", | |
| "authors": "Morten M\u00f8rup, Kristoffer H Madsen, Anne-Marie Dogonowski, hartwig R Siebner, Lars K Hansen" | |
| }, | |
| { | |
| "title": "Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks", | |
| "status": "Poster", | |
| "authors": "Dirk Husmeier, Frank Dondelinger, Sophie Lebre" | |
| }, | |
| { | |
| "title": "Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains", | |
| "status": "Poster", | |
| "authors": "Martha White, Adam M White" | |
| }, | |
| { | |
| "title": "Joint Analysis of Time-Evolving Binary Matrices and Associated Documents", | |
| "status": "Poster", | |
| "authors": "Eric X Wang, Dehong Liu, Jorge G Silva, David B Dunson, Lawrence Carin" | |
| }, | |
| { | |
| "title": "Joint Cascade Optimization Using A Product Of Boosted Classifiers", | |
| "status": "Poster", | |
| "authors": "Leonidas Lefakis, Fran\u00e7ois Fleuret" | |
| }, | |
| { | |
| "title": "Kernel Descriptors for Visual Recognition", | |
| "status": "Spotlight", | |
| "authors": "Liefeng Bo, Xiaofeng Ren, Dieter Fox" | |
| }, | |
| { | |
| "title": "LSTD with Random Projections", | |
| "status": "Spotlight", | |
| "authors": "Mohammad Ghavamzadeh, Alessandro Lazaric, Odalric-Ambrym Maillard, Remi Munos" | |
| }, | |
| { | |
| "title": "Label Embedding Trees for Large Multi-Class Tasks", | |
| "status": "Poster", | |
| "authors": "Samy Bengio, Jason E Weston, David Grangier" | |
| }, | |
| { | |
| "title": "Large Margin Learning of Upstream Scene Understanding Models", | |
| "status": "Poster", | |
| "authors": "Jun Zhu, Li-Jia Li, Li Fei-Fei, Eric Xing" | |
| }, | |
| { | |
| "title": "Large Margin Multi-Task Metric Learning", | |
| "status": "Poster", | |
| "authors": "Shibin Parameswaran, Kilian Q Weinberger" | |
| }, | |
| { | |
| "title": "Large-Scale Matrix Factorization with Missing Data under Additional Constraints", | |
| "status": "Poster", | |
| "authors": "Kaushik Mitra, Sameer Sheorey, Rama Chellappa" | |
| }, | |
| { | |
| "title": "Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development", | |
| "status": "Poster", | |
| "authors": "Diane Hu, Laurens van der Maaten, Youngmin Cho, Lawrence Saul, Sorin Lerner" | |
| }, | |
| { | |
| "title": "Layer-wise analysis of deep networks with Gaussian kernels", | |
| "status": "Poster", | |
| "authors": "Gr\u00e9goire Montavon, Mikio L Braun, Klaus-Robert M\u00fcller" | |
| }, | |
| { | |
| "title": "Layered image motion with explicit occlusions, temporal consistency, and depth ordering", | |
| "status": "Spotlight", | |
| "authors": "Deqing Sun, Erik Sudderth, Michael J Black" | |
| }, | |
| { | |
| "title": "Learning Bounds for Importance Weighting", | |
| "status": "Poster", | |
| "authors": "Corinna Cortes, Yishay Mansour, Mehryar Mohri" | |
| }, | |
| { | |
| "title": "Learning Convolutional Feature Hierarchies for Visual Recognition", | |
| "status": "Spotlight", | |
| "authors": "koray kavukcuoglu, Pierre Sermanet, Y-Lan Boureau, Karol Gregor, Michael Mathieu, Yann LeCun" | |
| }, | |
| { | |
| "title": "Learning Efficient Markov Networks", | |
| "status": "Poster", | |
| "authors": "Vibhav Gogate, William A Webb, Pedro Domingos" | |
| }, | |
| { | |
| "title": "Learning Kernels with Radiuses of Minimum Enclosing Balls", | |
| "status": "Poster", | |
| "authors": "Kun Gai, Guangyun Chen, Changshui Zhang" | |
| }, | |
| { | |
| "title": "Learning Multiple Tasks using Manifold Regularization", | |
| "status": "Poster", | |
| "authors": "Arvind Agarwal, Hal Daum\u00e9 III, Samuel Gerber" | |
| }, | |
| { | |
| "title": "Learning Multiple Tasks with a Sparse Matrix-Normal Penalty", | |
| "status": "Poster", | |
| "authors": "Yi Zhang, Jeff Schneider" | |
| }, | |
| { | |
| "title": "Learning Networks of Stochastic Differential Equations", | |
| "status": "Poster", | |
| "authors": "Jos\u00e9 Bento, Morteza Ibrahimi, Andrea Montanari" | |
| }, | |
| { | |
| "title": "Learning To Count Objects in Images", | |
| "status": "Spotlight", | |
| "authors": "Victor Lempitsky, Andrew Zisserman" | |
| }, | |
| { | |
| "title": "Learning concept graphs from text with stick-breaking priors", | |
| "status": "Spotlight", | |
| "authors": "America Chambers, Padhraic Smyth, Mark Steyvers" | |
| }, | |
| { | |
| "title": "Learning from Candidate Labeling Sets", | |
| "status": "Spotlight", | |
| "authors": "Jie Luo, Francesco Orabona" | |
| }, | |
| { | |
| "title": "Learning from Logged Implicit Exploration Data", | |
| "status": "Spotlight", | |
| "authors": "Alex Strehl, Lihong Li, John Langford, Sham M Kakade" | |
| }, | |
| { | |
| "title": "Learning invariant features using the Transformed Indian Buffet Process", | |
| "status": "Spotlight", | |
| "authors": "Joseph L Austerweil, Tom Griffiths" | |
| }, | |
| { | |
| "title": "Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors", | |
| "status": "Poster", | |
| "authors": "Chiuso Alessandro c/o Dip. I Informazione, Gianluigi Pillonetto" | |
| }, | |
| { | |
| "title": "Learning the context of a category", | |
| "status": "Poster", | |
| "authors": "Daniel Navarro" | |
| }, | |
| { | |
| "title": "Learning to combine foveal glimpses with a third-order Boltzmann machine", | |
| "status": "Oral", | |
| "authors": "Hugo Larochelle, Geoffrey E Hinton" | |
| }, | |
| { | |
| "title": "Learning to localise sounds with spiking neural networks", | |
| "status": "Spotlight", | |
| "authors": "Dan F Goodman, Romain Brette" | |
| }, | |
| { | |
| "title": "Learning via Gaussian Herding", | |
| "status": "Poster", | |
| "authors": "Yacov Crammer, Daniel Lee" | |
| }, | |
| { | |
| "title": "Lifted Inference Seen from the Other Side : The Tractable Features", | |
| "status": "Poster", | |
| "authors": "Abhay Jha, Vibhav Gogate, Alexandra Meliou, Dan Suciu" | |
| }, | |
| { | |
| "title": "Linear Complementarity for Regularized Policy Evaluation and Improvement", | |
| "status": "Oral", | |
| "authors": "Jeff Johns, Christopher Painter-Wakefield, Ronald Parr" | |
| }, | |
| { | |
| "title": "Linear readout from a neural population with partial correlation data", | |
| "status": "Poster", | |
| "authors": "Adrien Wohrer, Ranulfo Romo, Christian K Machens" | |
| }, | |
| { | |
| "title": "Link Discovery using Graph Feature Tracking", | |
| "status": "Poster", | |
| "authors": "Emile Richard, Nicolas Baskiotis, Theos Evgeniou, Nicolas Vayatis" | |
| }, | |
| { | |
| "title": "Lower Bounds on Rate of Convergence of Cutting Plane Methods", | |
| "status": "Poster", | |
| "authors": "Xinhua Zhang, Ankan Saha, S.V.N. Vishwanathan" | |
| }, | |
| { | |
| "title": "MAP Estimation for Graphical Models by Likelihood Maximization", | |
| "status": "Poster", | |
| "authors": "Akshat Kumar, Shlomo Zilberstein" | |
| }, | |
| { | |
| "title": "MAP estimation in Binary MRFs via Bipartite Multi-cuts", | |
| "status": "Oral", | |
| "authors": "Sashank Jakkam Reddi, Sunita Sarawagi, Sundar Vishwanathan" | |
| }, | |
| { | |
| "title": "Minimum Average Cost Clustering", | |
| "status": "Spotlight", | |
| "authors": "Kiyohito Nagano, Yoshinobu Kawahara, Satoru Iwata" | |
| }, | |
| { | |
| "title": "Mixture of time-warped trajectory models for movement decoding", | |
| "status": "Poster", | |
| "authors": "Elaine A Corbett, Eric J Perreault, Konrad Koerding" | |
| }, | |
| { | |
| "title": "Monte-Carlo Planning in Large POMDPs", | |
| "status": "Poster", | |
| "authors": "David Silver, Joel Veness" | |
| }, | |
| { | |
| "title": "More data means less inference: A pseudo-max approach to structured learning", | |
| "status": "Spotlight", | |
| "authors": "David Sontag, Ofer Meshi, Tommi Jaakkola, Amir Globerson" | |
| }, | |
| { | |
| "title": "Moreau-Yosida Regularization for Grouped Tree Structure Learning", | |
| "status": "Poster", | |
| "authors": "Jun Liu, Jieping Ye" | |
| }, | |
| { | |
| "title": "Movement extraction by detecting dynamics switches and repetitions", | |
| "status": "Poster", | |
| "authors": "Silvia Chiappa, Jan Peters" | |
| }, | |
| { | |
| "title": "Multi-Stage Dantzig Selector", | |
| "status": "Poster", | |
| "authors": "Ji Liu, Peter Wonka, Jieping Ye" | |
| }, | |
| { | |
| "title": "Multi-View Active Learning in the Non-Realizable Case", | |
| "status": "Poster", | |
| "authors": "Wei Wang, Zhi-Hua Zhou" | |
| }, | |
| { | |
| "title": "Multi-label Multiple Kernel Learning by Stochastic Approximation: Application to Visual Object Recognition", | |
| "status": "Poster", | |
| "authors": "Serhat S Bucak, Rong Jin, Anil K Jain" | |
| }, | |
| { | |
| "title": "Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers", | |
| "status": "Poster", | |
| "authors": "Manas A Pathak, Shantanu Rane, Bhiksha Raj" | |
| }, | |
| { | |
| "title": "Multiple Kernel Learning and the SMO Algorithm", | |
| "status": "Spotlight", | |
| "authors": "S.V.N. Vishwanathan, Zhaonan sun, Nawanol T Ampornpunt, Manik Varma" | |
| }, | |
| { | |
| "title": "Multitask Learning without Label Correspondences", | |
| "status": "Poster", | |
| "authors": "Novi Quadrianto, Alexander Smola, Tiberio Caetano, S.V.N. Vishwanathan, James Petterson" | |
| }, | |
| { | |
| "title": "Multivariate Dyadic Regression Trees for Sparse Learning Problems", | |
| "status": "Poster", | |
| "authors": "Han Liu, Xi Chen" | |
| }, | |
| { | |
| "title": "Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks", | |
| "status": "Poster", | |
| "authors": "Atsushi Miyamae, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi" | |
| }, | |
| { | |
| "title": "Near-Optimal Bayesian Active Learning with Noisy Observations", | |
| "status": "Poster", | |
| "authors": "Daniel Golovin, Andreas Krause, Debajyoti Ray" | |
| }, | |
| { | |
| "title": "Network Flow Algorithms for Structured Sparsity", | |
| "status": "Poster", | |
| "authors": "Julien Mairal, Rodolphe Jenatton, Guillaume R Obozinski, Francis Bach" | |
| }, | |
| { | |
| "title": "New Adaptive Algorithms for Online Classification", | |
| "status": "Poster", | |
| "authors": "Francesco Orabona, Yacov Crammer" | |
| }, | |
| { | |
| "title": "Non-Stochastic Bandit Slate Problems", | |
| "status": "Poster", | |
| "authors": "Satyen Kale, Lev Reyzin, Robert E Schapire" | |
| }, | |
| { | |
| "title": "Nonparametric Bayesian Policy Priors for Reinforcement Learning", | |
| "status": "Poster", | |
| "authors": "Finale P Doshi-Velez, David Wingate, Nicholas Roy, Josh Tenenbaum" | |
| }, | |
| { | |
| "title": "Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable", | |
| "status": "Poster", | |
| "authors": "Lauren A Hannah, Warren B Powell, David Blei" | |
| }, | |
| { | |
| "title": "Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification", | |
| "status": "Poster", | |
| "authors": "Li-Jia Li, Hao Su, Eric Xing, Li Fei-Fei" | |
| }, | |
| { | |
| "title": "Occlusion Detection and Motion Estimation with Convex Optimization", | |
| "status": "Poster", | |
| "authors": "Alper Ayvaci, Michalis Raptis, Stefano Soatto" | |
| }, | |
| { | |
| "title": "On Herding and the Perceptron Cycling Theorem", | |
| "status": "Poster", | |
| "authors": "Andrew E Gelfand, Yutian Chen, Laurens van der Maaten, Max Welling" | |
| }, | |
| { | |
| "title": "On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient", | |
| "status": "Spotlight", | |
| "authors": "Jie Tang, Pieter Abbeel" | |
| }, | |
| { | |
| "title": "On the Convexity of Latent Social Network Inference", | |
| "status": "Oral", | |
| "authors": "Seth A Myers, Jure Leskovec" | |
| }, | |
| { | |
| "title": "On the Theory of Learnining with Privileged Information", | |
| "status": "Poster", | |
| "authors": "Dmitry Pechyony, Vladimir Vapnik" | |
| }, | |
| { | |
| "title": "Online Classification with Specificity Constraints", | |
| "status": "Spotlight", | |
| "authors": "Andrey Bernstein, Shie Mannor, Nahum Shimkin" | |
| }, | |
| { | |
| "title": "Online Learning for Latent Dirichlet Allocation", | |
| "status": "Spotlight", | |
| "authors": "Matthew D. Hoffman, David Blei, Francis Bach" | |
| }, | |
| { | |
| "title": "Online Learning in The Manifold of Low-Rank Matrices", | |
| "status": "Spotlight", | |
| "authors": "Uri Shalit, Daphna Weinshall, Gal Chechik" | |
| }, | |
| { | |
| "title": "Online Learning: Random Averages, Combinatorial Parameters, and Learnability", | |
| "status": "Oral", | |
| "authors": "Sasha Rakhlin, Karthik Sridharan, Ambuj Tewari" | |
| }, | |
| { | |
| "title": "Online Markov Decision Processes under Bandit Feedback", | |
| "status": "Spotlight", | |
| "authors": "Gergely Neu, Andr\u00e1s Gy\u00f6rgy, Andr\u00e1s Antos, Csaba Szepesvari" | |
| }, | |
| { | |
| "title": "Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets", | |
| "status": "Spotlight", | |
| "authors": "Paolo Viappiani, Craig E Boutilier" | |
| }, | |
| { | |
| "title": "Optimal Web-Scale Tiering as a Flow Problem", | |
| "status": "Poster", | |
| "authors": "Gilbert Leung, Novi Quadrianto, Alexander Smola, Kostas Tsioutsiouliklis" | |
| }, | |
| { | |
| "title": "Optimal learning rates for Kernel Conjugate Gradient regression", | |
| "status": "Poster", | |
| "authors": "Gilles Blanchard, Nicole Kr\u00e4mer" | |
| }, | |
| { | |
| "title": "Over-complete representations on recurrent neural networks can support persistent percepts", | |
| "status": "Oral", | |
| "authors": "Shaul Druckmann, Dmitri B Chklovskii" | |
| }, | |
| { | |
| "title": "PAC-Bayesian Model Selection for Reinforcement Learning", | |
| "status": "Poster", | |
| "authors": "Mahdi Milani Fard, Joelle Pineau" | |
| }, | |
| { | |
| "title": "Parallelized Stochastic Gradient Descent", | |
| "status": "Poster", | |
| "authors": "Martin A Zinkevich, Markus Weimer, Alexander Smola, Lihong Li" | |
| }, | |
| { | |
| "title": "Parametric Bandits: The Generalized Linear Case", | |
| "status": "Poster", | |
| "authors": "Sarah Filippi, Olivier Capp\u00e9, Aur\u00e9lien Garivier, Csaba Szepesvari" | |
| }, | |
| { | |
| "title": "Penalized Principal Component Regression on Graphs for Analysis of Subnetworks", | |
| "status": "Poster", | |
| "authors": "Ali Shojaie, George Michailidis" | |
| }, | |
| { | |
| "title": "Permutation Complexity Bound on Out-Sample Error", | |
| "status": "Poster", | |
| "authors": "Malik Magdon-Ismail" | |
| }, | |
| { | |
| "title": "Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine", | |
| "status": "Poster", | |
| "authors": "George Dahl, Marc'Aurelio Ranzato, Abdel-rahman Mohamed, Geoffrey E Hinton" | |
| }, | |
| { | |
| "title": "Phoneme Recognition with Large Hierarchical Reservoirs", | |
| "status": "Oral", | |
| "authors": "Fabian Triefenbach, Azarakhsh Jalalvand, Benjamin Schrauwen, Jean-Pierre Martens" | |
| }, | |
| { | |
| "title": "Policy gradients in linearly-solvable MDPs", | |
| "status": "Poster", | |
| "authors": "Emanuel Todorov" | |
| }, | |
| { | |
| "title": "Pose-Sensitive Embedding by Nonlinear NCA Regression", | |
| "status": "Poster", | |
| "authors": "Graham Taylor, Rob Fergus, George Williams, Ian Spiro, Christoph Bregler" | |
| }, | |
| { | |
| "title": "Practical Large-Scale Optimization for Max-norm Regularization", | |
| "status": "Poster", | |
| "authors": "Jason D Lee, Benjamin Recht, Russ Salakhutdinov, Nati Srebro, Joel A Tropp" | |
| }, | |
| { | |
| "title": "Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression", | |
| "status": "Poster", | |
| "authors": "Ling Huang, Jinzhu Jia, Bin Yu, Byung-Gon Chun, Petros Maniatis, Mayur Naik" | |
| }, | |
| { | |
| "title": "Predictive State Temporal Difference Learning", | |
| "status": "Poster", | |
| "authors": "Byron Boots, Geoffrey Gordon" | |
| }, | |
| { | |
| "title": "Predictive Subspace Learning for Multi-view Data: a Large Margin Approach", | |
| "status": "Poster", | |
| "authors": "Ning Chen, Jun Zhu, Eric Xing" | |
| }, | |
| { | |
| "title": "Probabilistic Belief Revision with Structural Constraints", | |
| "status": "Poster", | |
| "authors": "Peter B Jones, Venkatesh Saligrama, Sanjoy K Mitter" | |
| }, | |
| { | |
| "title": "Probabilistic Deterministic Infinite Automata", | |
| "status": "Spotlight", | |
| "authors": "David Pfau, Nicholas Bartlett, Frank Wood" | |
| }, | |
| { | |
| "title": "Probabilistic Inference and Differential Privacy", | |
| "status": "Spotlight", | |
| "authors": "Oliver Williams, Frank McSherry" | |
| }, | |
| { | |
| "title": "Probabilistic Multi-Task Feature Selection", | |
| "status": "Poster", | |
| "authors": "Yu Zhang, Dit-Yan Yeung, Qian Xu" | |
| }, | |
| { | |
| "title": "Probabilistic latent variable models for distinguishing between cause and effect", | |
| "status": "Poster", | |
| "authors": "Joris M Mooij, Oliver Stegle, Dominik Janzing, Kun Zhang, Bernhard Sch\u00f6lkopf" | |
| }, | |
| { | |
| "title": "Random Conic Pursuit for Semidefinite Programming", | |
| "status": "Poster", | |
| "authors": "Ariel Kleiner, ali rahimi, Michael Jordan" | |
| }, | |
| { | |
| "title": "Random Projection Trees Revisited", | |
| "status": "Poster", | |
| "authors": "Aman Dhesi, Purushottam Kar" | |
| }, | |
| { | |
| "title": "Random Projections for $k$-means Clustering", | |
| "status": "Poster", | |
| "authors": "Christos Boutsidis, Anastasios Zouzias, Petros Drineas" | |
| }, | |
| { | |
| "title": "Random Walk Approach to Regret Minimization", | |
| "status": "Poster", | |
| "authors": "Hariharan Narayanan, Sasha Rakhlin" | |
| }, | |
| { | |
| "title": "Rates of convergence for the cluster tree", | |
| "status": "Poster", | |
| "authors": "Kamalika Chaudhuri, Sanjoy Dasgupta" | |
| }, | |
| { | |
| "title": "Regularized estimation of image statistics by Score Matching", | |
| "status": "Poster", | |
| "authors": "Diederik Kingma, Yann LeCun" | |
| }, | |
| { | |
| "title": "Relaxed Clipping: A Global Training Method for Robust Regression and Classification", | |
| "status": "Poster", | |
| "authors": "Yao-Liang Yu, Min Yang, Linli Xu, Martha White, Dale Schuurmans" | |
| }, | |
| { | |
| "title": "Repeated Games against Budgeted Adversaries", | |
| "status": "Poster", | |
| "authors": "Jacob D Abernethy, Manfred K. Warmuth" | |
| }, | |
| { | |
| "title": "Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models", | |
| "status": "Poster", | |
| "authors": "Felipe Gerhard, Wulfram Gerstner" | |
| }, | |
| { | |
| "title": "Reverse Multi-Label Learning", | |
| "status": "Poster", | |
| "authors": "James Petterson, Tiberio Caetano" | |
| }, | |
| { | |
| "title": "Reward Design via Online Gradient Ascent", | |
| "status": "Poster", | |
| "authors": "Jonathan D Sorg, Satinder Singh, Richard L Lewis" | |
| }, | |
| { | |
| "title": "Robust Clustering as Ensembles of Affinity Relations", | |
| "status": "Poster", | |
| "authors": "Hairong Liu, Longin Jan J Latecki, shuicheng yan" | |
| }, | |
| { | |
| "title": "Robust PCA via Outlier Pursuit", | |
| "status": "Poster", | |
| "authors": "Huan Xu, Constantine Caramanis, Sujay Sanghavi" | |
| }, | |
| { | |
| "title": "Sample Complexity of Testing the Manifold Hypothesis", | |
| "status": "Spotlight", | |
| "authors": "Hariharan Narayanan, Sanjoy K Mitter" | |
| }, | |
| { | |
| "title": "Scrambled Objects for Least-Squares Regression", | |
| "status": "Poster", | |
| "authors": "Odalric-Ambrym Maillard, Remi Munos" | |
| }, | |
| { | |
| "title": "Segmentation as Maximum-Weight Independent Set", | |
| "status": "Poster", | |
| "authors": "william brendel, Sinisa Todorovic" | |
| }, | |
| { | |
| "title": "Self-Paced Learning for Latent Variable Models", | |
| "status": "Poster", | |
| "authors": "M. Pawan Kumar, Benjamin D Packer, Daphne Koller" | |
| }, | |
| { | |
| "title": "Semi-Supervised Learning with Adversarially Missing Label Information", | |
| "status": "Oral", | |
| "authors": "Umar Syed, Ben Taskar" | |
| }, | |
| { | |
| "title": "Shadow Dirichlet for Restricted Probability Modeling", | |
| "status": "Spotlight", | |
| "authors": "Bela A Frigyik, Maya R Gupta, Yihua Chen" | |
| }, | |
| { | |
| "title": "Short-term memory in neuronal networks through dynamical compressed sensing", | |
| "status": "Poster", | |
| "authors": "Surya Ganguli, Haim Sompolinsky" | |
| }, | |
| { | |
| "title": "Sidestepping Intractable Inference with Structured Ensemble Cascades", | |
| "status": "Poster", | |
| "authors": "David J Weiss, Benjamin J Sapp, Ben Taskar" | |
| }, | |
| { | |
| "title": "Simultaneous Object Detection and Ranking with Weak Supervision", | |
| "status": "Poster", | |
| "authors": "Matthew B Blaschko, Andrea Vedaldi, Andrew Zisserman" | |
| }, | |
| { | |
| "title": "Size Matters: Metric Visual Search Constraints from Monocular Metadata", | |
| "status": "Poster", | |
| "authors": "Mario J Fritz, Kate Saenko, Trevor Darrell" | |
| }, | |
| { | |
| "title": "Slice sampling covariance hyperparameters of latent Gaussian models", | |
| "status": "Oral", | |
| "authors": "Iain Murray, Ryan Adams" | |
| }, | |
| { | |
| "title": "Smoothness, Low Noise and Fast Rates", | |
| "status": "Poster", | |
| "authors": "Nati Srebro, Karthik Sridharan, Ambuj Tewari" | |
| }, | |
| { | |
| "title": "Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models", | |
| "status": "Poster", | |
| "authors": "Anand Singh, Renaud Jolivet, Pierre J Magistretti, Bruno Weber" | |
| }, | |
| { | |
| "title": "Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake", | |
| "status": "Poster", | |
| "authors": "Stefan Harmeling, Michael Hirsch, Bernhard Sch\u00f6lkopf" | |
| }, | |
| { | |
| "title": "Sparse Coding for Learning Interpretable Spatio-Temporal Primitives", | |
| "status": "Poster", | |
| "authors": "Taehwan Kim, Greg Shakhnarovich, Raquel Urtasun" | |
| }, | |
| { | |
| "title": "Sparse Instrumental Variables (SPIV) for Genome-Wide Studies", | |
| "status": "Poster", | |
| "authors": "Felix V Agakov, Paul McKeigue, Jon Krohn, Amos Storkey" | |
| }, | |
| { | |
| "title": "Sparse Inverse Covariance Selection via Alternating Linearization Methods", | |
| "status": "Poster", | |
| "authors": "Katya Scheinberg, Shiqian Ma, Donald Goldfarb" | |
| }, | |
| { | |
| "title": "Spatial and anatomical regularization of SVM for brain image analysis", | |
| "status": "Poster", | |
| "authors": "Remi Cuingnet, Marie Chupin, Habib Benali, Olivier Colliot" | |
| }, | |
| { | |
| "title": "Spectral Regularization for Support Estimation", | |
| "status": "Poster", | |
| "authors": "Ernesto De Vito, Lorenzo Rosasco, Alessandro Toigo" | |
| }, | |
| { | |
| "title": "Sphere Embedding: An Application to Part-of-Speech Induction", | |
| "status": "Poster", | |
| "authors": "Yariv Maron, Michael T Lamar, Elie L Bienenstock" | |
| }, | |
| { | |
| "title": "Spike timing-dependent plasticity as dynamic filter", | |
| "status": "Poster", | |
| "authors": "Joscha T Schmiedt, Christian Albers, Klaus R Pawelzik" | |
| }, | |
| { | |
| "title": "SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system", | |
| "status": "Spotlight", | |
| "authors": "Sylvain Chevallier, Helene Paugam-Moisy, Michele Sebag" | |
| }, | |
| { | |
| "title": "Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models", | |
| "status": "Poster", | |
| "authors": "Han Liu, Kathryn Roeder, Larry Wasserman" | |
| }, | |
| { | |
| "title": "Static Analysis of Binary Executables Using Structural SVMs", | |
| "status": "Poster", | |
| "authors": "Nikos Karampatziakis" | |
| }, | |
| { | |
| "title": "Structural epitome: a way to summarize one\u2019s visual experience", | |
| "status": "Poster", | |
| "authors": "Nebojsa Jojic, Alessandro Perina, Vittorio Murino" | |
| }, | |
| { | |
| "title": "Structured Determinantal Point Processes", | |
| "status": "Spotlight", | |
| "authors": "Alex Kulesza, Ben Taskar" | |
| }, | |
| { | |
| "title": "Structured sparsity-inducing norms through submodular functions", | |
| "status": "Oral", | |
| "authors": "Francis Bach" | |
| }, | |
| { | |
| "title": "Subgraph Detection Using Eigenvector L1 Norms", | |
| "status": "Poster", | |
| "authors": "Benjamin A Miller, Nadya T Bliss, Patrick J Wolfe" | |
| }, | |
| { | |
| "title": "Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework", | |
| "status": "Poster", | |
| "authors": "Hongbo Zhou, Qiang Cheng" | |
| }, | |
| { | |
| "title": "Supervised Clustering", | |
| "status": "Spotlight", | |
| "authors": "Pranjal Awasthi, Reza Zadeh" | |
| }, | |
| { | |
| "title": "Switched Latent Force Models for Movement Segmentation", | |
| "status": "Spotlight", | |
| "authors": "Mauricio A Alvarez, Jan Peters, Bernhard Sch\u00f6lkopf, Neil D Lawrence" | |
| }, | |
| { | |
| "title": "Switching state space model for simultaneously estimating state transitions and nonstationary firing rates", | |
| "status": "Poster", | |
| "authors": "Ken Takiyama, Masato Okada" | |
| }, | |
| { | |
| "title": "Synergies in learning words and their referents", | |
| "status": "Spotlight", | |
| "authors": "Mark Johnson, Katherine Demuth, Michael C Frank, Bevan K Jones" | |
| }, | |
| { | |
| "title": "The LASSO risk: asymptotic results and real world examples", | |
| "status": "Poster", | |
| "authors": "Mohsen Bayati, Jos\u00e9 Bento, Andrea Montanari" | |
| }, | |
| { | |
| "title": "The Maximal Causes of Natural Scenes are Edge Filters", | |
| "status": "Poster", | |
| "authors": "Jose G Puertas, J\u00f6rg Bornschein, J\u00f6rg L\u00fccke" | |
| }, | |
| { | |
| "title": "The Multidimensional Wisdom of Crowds", | |
| "status": "Oral", | |
| "authors": "Peter Welinder, Steve Branson, Serge Belongie, Pietro Perona" | |
| }, | |
| { | |
| "title": "The Neural Costs of Optimal Control", | |
| "status": "Poster", | |
| "authors": "Samuel J Gershman, Robert C Wilson" | |
| }, | |
| { | |
| "title": "Throttling Poisson Processes", | |
| "status": "Spotlight", | |
| "authors": "Uwe Dick, Peter Haider, Tobias Scheffer" | |
| }, | |
| { | |
| "title": "Tight Sample Complexity of Large-Margin Learning", | |
| "status": "Poster", | |
| "authors": "Sivan Sabato, Nati Srebro, Naftali Tishby" | |
| }, | |
| { | |
| "title": "Tiled convolutional neural networks", | |
| "status": "Poster", | |
| "authors": "Quoc V. Le, Jiquan Ngiam, Zhenghao Chen, Daniel Jin hao Chia, Pang Wei Koh, Andrew Y Ng" | |
| }, | |
| { | |
| "title": "Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models", | |
| "status": "Poster", | |
| "authors": "Congcong Li, Adarsh P Kowdle, Ashutosh Saxena, Tsuhan Chen" | |
| }, | |
| { | |
| "title": "Towards Property-Based Classification of Clustering Paradigms", | |
| "status": "Poster", | |
| "authors": "Margareta Ackerman, Shai Ben-David, David R Loker" | |
| }, | |
| { | |
| "title": "Trading off Mistakes and Don't-Know Predictions", | |
| "status": "Spotlight", | |
| "authors": "Amin Sayedi, Avrim Blum, Morteza Zadimoghaddam" | |
| }, | |
| { | |
| "title": "Transduction with Matrix Completion: Three Birds with One Stone", | |
| "status": "Poster", | |
| "authors": "Andrew B Goldberg, Jerry Zhu, Benjamin Recht, Junming Sui, Rob Nowak" | |
| }, | |
| { | |
| "title": "Tree-Structured Stick Breaking for Hierarchical Data", | |
| "status": "Oral", | |
| "authors": "Ryan Adams, Zoubin Ghahramani, Michael Jordan" | |
| }, | |
| { | |
| "title": "Two-Layer Generalization Analysis for Ranking Using Rademacher Average", | |
| "status": "Poster", | |
| "authors": "Wei Chen, Tie-Yan Liu, Zhi-Ming Ma" | |
| }, | |
| { | |
| "title": "Universal Consistency of Multi-Class Support Vector Classi\ufb01cation", | |
| "status": "Poster", | |
| "authors": "Tobias Glasmachers" | |
| }, | |
| { | |
| "title": "Universal Kernels on Non-Standard Input Spaces", | |
| "status": "Poster", | |
| "authors": "Andreas Christmann, Ingo Steinwart" | |
| }, | |
| { | |
| "title": "Unsupervised Kernel Dimension Reduction", | |
| "status": "Poster", | |
| "authors": "Meihong Wang, Fei Sha, Michael Jordan" | |
| }, | |
| { | |
| "title": "Using body-anchored priors for identifying actions in single images", | |
| "status": "Poster", | |
| "authors": "Leonid Karlinsky, Michael Dinerstein, Shimon Ullman" | |
| }, | |
| { | |
| "title": "Variable margin losses for classifier design", | |
| "status": "Poster", | |
| "authors": "Hamed Masnadi-Shirazi, Nuno Vasconcelos" | |
| }, | |
| { | |
| "title": "Variational Inference over Combinatorial Spaces", | |
| "status": "Spotlight", | |
| "authors": "Alexandre Bouchard-C\u00f4t\u00e9, Michael Jordan" | |
| }, | |
| { | |
| "title": "Variational bounds for mixed-data factor analysis", | |
| "status": "Poster", | |
| "authors": "Mohammad Emtiyaz Khan, Benjamin Marlin, Guillaume Bouchard, Kevin Murphy" | |
| }, | |
| { | |
| "title": "Why are some word orders more common than others? A uniform information density account", | |
| "status": "Spotlight", | |
| "authors": "Luke Maurits, Daniel Navarro, Amy F Perfors" | |
| }, | |
| { | |
| "title": "Word Features for Latent Dirichlet Allocation", | |
| "status": "Poster", | |
| "authors": "James Petterson, Alexander Smola, Tiberio Caetano, Wray L Buntine, Shravan M Narayanamurthy" | |
| }, | |
| { | |
| "title": "Worst-Case Linear Discriminant Analysis", | |
| "status": "Poster", | |
| "authors": "Yu Zhang, Dit-Yan Yeung" | |
| }, | |
| { | |
| "title": "Worst-case bounds on the quality of max-product fixed-points", | |
| "status": "Spotlight", | |
| "authors": "Meritxell Vinyals, Jes\u00fas Cerquides, Alessandro Farinelli, Juan A Rodr\u00edguez-Aguilar" | |
| }, | |
| { | |
| "title": "b-Bit Minwise Hashing for Estimating Three-Way Similarities", | |
| "status": "Spotlight", | |
| "authors": "Ping Li, Arnd C K\u00f6nig, Wenhao Gui" | |
| }, | |
| { | |
| "title": "t-logistic regression", | |
| "status": "Poster", | |
| "authors": "Nan Ding, S.V.N. Vishwanathan" | |
| } | |
| ] |