[ { "id": "site_cef5e48c65", "title": "\"How hard is my MDP?\" The distribution-norm to the rescue", "author": "Odalric-Ambrym Maillard, Timothy A Mann, Shie Mannor", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4312" }, { "id": "site_2758ebae1f", "title": "(Almost) No Label No Cry", "author": "Giorgio Patrini, Richard Nock, Tiberio Caetano, Paul Rivera", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4352" }, { "id": "site_97fd92c6b0", "title": "A Bayesian model for identifying hierarchically organised states in neural population activity", "author": "Patrick Putzky, Florian Franzen, Giacomo Bassetto, Jakob H Macke", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4354" }, { "id": "site_71846c8a7f", "title": "A Block-Coordinate Descent Approach for Large-scale Sparse Inverse Covariance Estimation", "author": "Eran Treister, Javier S Turek", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4477" }, { "id": "site_038157c9f0", "title": "A Boosting Framework on Grounds of Online Learning", "author": "Tofigh Naghibi Mohamadpoor, Beat Pfister", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4478" }, { "id": "site_7a1e6054f6", "title": "A Complete Variational Tracker", "author": "Ryan D Turner, Steven Bottone, Bhargav Avasarala", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4479" }, { "id": "site_b0848f226b", "title": "A Differential Equation for Modeling Nesterov\u2019s Accelerated Gradient Method: Theory and Insights", "author": "Weijie Su, Stephen Boyd, Emmanuel Candes", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4356" }, { "id": "site_ef2f9ee130", "title": "A Drifting-Games Analysis for Online Learning and Applications to Boosting", "author": "Haipeng Luo, Robert E Schapire", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4480" }, { "id": "site_51c4b307d1", "title": "A Dual Algorithm for Olfactory Computation in the Locust Brain", "author": "Sina Tootoonian, Mate Lengyel", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4481" }, { "id": "site_c17db0ec14", "title": "A Filtering Approach to Stochastic Variational Inference", "author": "Neil Houlsby, David Blei", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4482" }, { "id": "site_65b6dbef1e", "title": "A Framework for Testing Identifiability of Bayesian Models of Perception", "author": "Luigi Acerbi, Wei Ji Ma, Sethu Vijayakumar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4483" }, { "id": "site_be5b3612e7", "title": "A Latent Source Model for Online Collaborative Filtering", "author": "Guy Bresler, George H Chen, Devavrat Shah", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4358" }, { "id": "site_f143c33a10", "title": "A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input", "author": "Mateusz Malinowski, Mario Fritz", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4484" }, { "id": "site_8679ba0977", "title": "A Multiplicative Model for Learning Distributed Text-Based Attribute Representations", "author": "Jamie Kiros, Richard Zemel, Russ Salakhutdinov", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4485" }, { "id": "site_a0cac3cc13", "title": "A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process", "author": "Bahadir Ozdemir, Larry Davis", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4486" }, { "id": "site_0f218f6cf2", "title": "A Representation Theory for Ranking Functions", "author": "Harsh H Pareek, Pradeep Ravikumar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4487" }, { "id": "site_7569bfd5f3", "title": "A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs", "author": "Miles Lopes", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4458" }, { "id": "site_0e5b871b71", "title": "A Safe Screening Rule for Sparse Logistic Regression", "author": "Jie Wang, Jiayu Zhou, Jun Liu, Peter Wonka, Jieping Ye", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4488" }, { "id": "site_0a18756843", "title": "A State-Space Model for Decoding Auditory Attentional Modulation from MEG in a Competing-Speaker Environment", "author": "Sahar Akram, Jonathan Z Simon, Shihab A Shamma, Behtash Babadi", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4489" }, { "id": "site_a384848041", "title": "A Statistical Decision-Theoretic Framework for Social Choice", "author": "Hossein Azari Soufiani, David Parkes, Lirong Xia", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4314" }, { "id": "site_43390829f0", "title": "A Synaptical Story of Persistent Activity with Graded Lifetime in a Neural System", "author": "Yuanyuan Mi, Luozheng Li, Dahui Wang, Si Wu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4490" }, { "id": "site_a5bd921e09", "title": "A Unified Semantic Embedding: Relating Taxonomies and Attributes", "author": "Sung Ju Hwang, Leonid Sigal", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4491" }, { "id": "site_af3630baad", "title": "A Wild Bootstrap for Degenerate Kernel Tests", "author": "Kacper P Chwialkowski, Dino Sejdinovic, Arthur Gretton", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4316" }, { "id": "site_6d2a63963d", "title": "A framework for studying synaptic plasticity with neural spike train data", "author": "Scott Linderman, Christopher H Stock, Ryan Adams", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4492" }, { "id": "site_d9e990ac2b", "title": "A provable SVD-based algorithm for learning topics in dominant admixture corpus", "author": "Trapit Bansal, Chiranjib Bhattacharyya, Ravindran Kannan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4493" }, { "id": "site_0a60d9fb52", "title": "A statistical model for tensor PCA", "author": "Emile Richard, Andrea Montanari", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4494" }, { "id": "site_00f96cb195", "title": "A* Sampling", "author": "Chris Maddison, Danny Tarlow, Tom Minka", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4318" }, { "id": "site_821d92bbd1", "title": "Accelerated Mini-batch Randomized Block Coordinate Descent Method", "author": "Tuo Zhao, Mo Yu, Yiming Wang, Raman Arora, Han Liu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4495" }, { "id": "site_f04ab142a4", "title": "Active Learning and Best-Response Dynamics", "author": "Maria-Florina F Balcan, Christopher Berlind, Avrim Blum, Emma Cohen, Kaushik Patnaik, Le Song", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4496" }, { "id": "site_f6e6a8fe73", "title": "Active Regression by Stratification", "author": "Sivan Sabato, Remi Munos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4497" }, { "id": "site_86d3806ebd", "title": "Advances in Learning Bayesian Networks of Bounded Treewidth", "author": "Siqi Nie, Denis Maua, Cassio P de Campos, Qiang Ji", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4360" }, { "id": "site_bf3f0a82af", "title": "Algorithm selection by rational metareasoning as a model of human strategy selection", "author": "Falk Lieder, Dillon Plunkett, Jessica B Hamrick, Stuart J Russell, Nicholas Hay, Tom Griffiths", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4498" }, { "id": "site_8877bc4d26", "title": "Algorithms for CVaR Optimization in MDPs", "author": "Yinlam Chow, Mohammad Ghavamzadeh", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4499" }, { "id": "site_07d25513e8", "title": "Altitude Training: Strong Bounds for Single-Layer Dropout", "author": "Stefan Wager, William S Fithian, Sida Wang, Percy Liang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4500" }, { "id": "site_de38b7f9fd", "title": "An Accelerated Proximal Coordinate Gradient Method", "author": "Qihang Lin, Zhaosong Lu, Lin Xiao", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4501" }, { "id": "site_209f68c856", "title": "An Autoencoder Approach to Learning Bilingual Word Representations", "author": "Sarath Chandar, Stanislas Lauly, Hugo Larochelle, Mitesh Khapra, Balaraman Ravindran, Vikas C Raykar, Amrita Saha", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4502" }, { "id": "site_494de484b2", "title": "An Integer Polynomial Programming Based Framework for Lifted MAP Inference", "author": "Somdeb Sarkhel, Deepak Venugopal, Parag Singla, Vibhav Gogate", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4503" }, { "id": "site_21f0fbbcf8", "title": "Analog Memories in a Balanced Rate-Based Network of E-I Neurons", "author": "Dylan Festa, Guillaume Hennequin, Mate Lengyel", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4320" }, { "id": "site_7ae3f76601", "title": "Analysis of Brain States from Multi-Region LFP Time-Series", "author": "Kyle R Ulrich, David Carlson, Wenzhao Lian, Jana S Borg, Kafui Dzirasa, Lawrence Carin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4504" }, { "id": "site_2fd1561dc6", "title": "Analysis of Learning from Positive and Unlabeled Data", "author": "Marthinus C du Plessis, Gang Niu, Masashi Sugiyama", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4505" }, { "id": "site_017bd78f34", "title": "Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP", "author": "Shinichi Nakajima, Issei Sato, Masashi Sugiyama, Kazuho Watanabe, Hiroko Kobayashi", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4506" }, { "id": "site_70c38f6564", "title": "Approximating Hierarchical MV-sets for Hierarchical Clustering", "author": "Assaf Glazer, Omer Weissbrod, Michael Lindenbaum, Shaul Markovitch", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4507" }, { "id": "site_d9ec55e1bb", "title": "Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations", "author": "Xianjie Chen, Alan Yuille", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4508" }, { "id": "site_21ff62d2df", "title": "Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS)", "author": "Anshumali Shrivastava, Ping Li", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4322" }, { "id": "site_409fc4fe42", "title": "Asynchronous Anytime Sequential Monte Carlo", "author": "Brooks Paige, Frank Wood, Arnaud Doucet, Yee Whye Teh", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4324" }, { "id": "site_a21bc01c44", "title": "Attentional Neural Network: Feature Selection Using Cognitive Feedback", "author": "Qian Wang, Jiaxing Zhang, Sen Song, Zheng Zhang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4509" }, { "id": "site_2f44befc82", "title": "Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning", "author": "Mohsen Ravanbakhsh, Reihaneh Rabbany, Russell Greiner", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4510" }, { "id": "site_de367cf2fe", "title": "Augur: Data-Parallel Probabilistic Modeling", "author": "Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti, Adam Pocock, Stephen Green, Guy L Steele", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4362" }, { "id": "site_f38233cf53", "title": "Automated Variational Inference for Gaussian Process Models", "author": "Trung V Nguyen, Edwin Bonilla", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4511" }, { "id": "site_142c41e222", "title": "Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning", "author": "Robert Lindsey, Mohammad Khajah, Michael Mozer", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4512" }, { "id": "site_105ae2d80b", "title": "Bandit Convex Optimization: Towards Tight Bounds", "author": "Elad Hazan, Kfir Y. Levy", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4513" }, { "id": "site_d550aa0c83", "title": "Bayes-Adaptive Simulation-based Search with Value Function Approximation", "author": "Arthur Guez, Nicolas Heess, David Silver, Peter Dayan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4514" }, { "id": "site_1a99b5dc89", "title": "Bayesian Inference for Structured Spike and Slab Priors", "author": "Michael Riis Andersen, Ole Winther, Lars K Hansen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4515" }, { "id": "site_59abc50321", "title": "Bayesian Nonlinear Support Vector Machines and Discriminative Factor Modeling", "author": "Ricardo Henao, Xin Yuan, Lawrence Carin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4516" }, { "id": "site_118a29bbd5", "title": "Bayesian Sampling Using Stochastic Gradient Thermostats", "author": "Nan Ding, Youhan Fang, Ryan Babbush, Changyou Chen, Robert D Skeel, Hartmut Neven", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4517" }, { "id": "site_8941643d6b", "title": "Best-Arm Identification in Linear Bandits", "author": "Marta Soare, Alessandro Lazaric, Remi Munos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4519" }, { "id": "site_ac734e34b2", "title": "Beta-Negative Binomial Process and Exchangeable \ufffcRandom Partitions for Mixed-Membership Modeling", "author": "Mingyuan Zhou", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4520" }, { "id": "site_08943898f6", "title": "Beyond Disagreement-Based Agnostic Active Learning", "author": "Chicheng Zhang, Kamalika Chaudhuri", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4364" }, { "id": "site_7e8bd4de4d", "title": "Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems", "author": "Cong Han Lim, Stephen Wright", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4521" }, { "id": "site_e163d4a10c", "title": "Biclustering Using Message Passing", "author": "Luke O'Connor, Soheil Feizi", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4522" }, { "id": "site_9f5f9c0e21", "title": "Blossom Tree Graphical Models", "author": "Zhe Liu, John Lafferty", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4523" }, { "id": "site_b91e9e45de", "title": "Bounded Regret for Finite-Armed Structured Bandits", "author": "Tor Lattimore, Remi Munos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4524" }, { "id": "site_885c81ebbb", "title": "Bregman Alternating Direction Method of Multipliers", "author": "Huahua Wang, Arindam Banerjee", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4525" }, { "id": "site_dc1af073c0", "title": "Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs", "author": "David I Inouye, Pradeep Ravikumar, Inderjit Dhillon", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4526" }, { "id": "site_b15ed87482", "title": "Causal Inference through a Witness Protection Program", "author": "Ricardo Silva, Robin Evans", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4527" }, { "id": "site_769ad90c27", "title": "Causal Strategic Inference in Networked Microfinance Economies", "author": "Mohammad T Irfan, Luis E Ortiz", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4366" }, { "id": "site_2616bb38c3", "title": "Clamping Variables and Approximate Inference", "author": "Adrian Weller, Tony Jebara", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4326" }, { "id": "site_9058151595", "title": "Clustered factor analysis of multineuronal spike data", "author": "Lars Buesing, Timothy A Machado, John P Cunningham, Liam Paninski", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4368" }, { "id": "site_341dd4f410", "title": "Clustering from Labels and Time-Varying Graphs", "author": "Shiau Hong Lim, Yudong Chen, Huan Xu", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4370" }, { "id": "site_2afe2c91ef", "title": "Combinatorial Pure Exploration of Multi-Armed Bandits", "author": "Shouyuan Chen, Tian Lin, Irwin King, Michael R Lyu, Wei Chen", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4328" }, { "id": "site_dbb9966451", "title": "Communication Efficient Distributed Machine Learning with the Parameter Server", "author": "Mu Li, David G Andersen, Alexander Smola, Kai Yu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4528" }, { "id": "site_7e6b4ae6c0", "title": "Communication-Efficient Distributed Dual Coordinate Ascent", "author": "Martin Jaggi, Virginia Smith, Martin Takac, Jonathan Terhorst, Sanjay Krishnan, Thomas Hofmann, Michael Jordan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4529" }, { "id": "site_3a42f0a795", "title": "Compressive Sensing of Signals from a GMM with Sparse Precision Matrices", "author": "Jianbo Yang, Xuejun Liao, Minhua Chen, Lawrence Carin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4530" }, { "id": "site_280c6dd0f5", "title": "Computing Nash Equilibria in Generalized Interdependent Security Games", "author": "Hau Chan, Luis E Ortiz", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4531" }, { "id": "site_3a624e6d2b", "title": "Concavity of reweighted Kikuchi approximation", "author": "Po-Ling Loh, Andre Wibisono", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4532" }, { "id": "site_7836d3145b", "title": "Conditional Random Field Autoencoders for Unsupervised Structured Prediction", "author": "Waleed Ammar, Chris Dyer, Noah A Smith", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4330" }, { "id": "site_fd64feee6c", "title": "Conditional Swap Regret and Conditional Correlated Equilibrium", "author": "Mehryar Mohri, Scott Yang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4533" }, { "id": "site_b81b54c32f", "title": "Cone-Constrained Principal Component Analysis", "author": "Yash Deshpande, Andrea Montanari, Emile Richard", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4534" }, { "id": "site_141edf2d25", "title": "Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model", "author": "Debarghya Ghoshdastidar, Ambedkar Dukkipati", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4535" }, { "id": "site_990cca0804", "title": "Consistency of weighted majority votes", "author": "Daniel Berend, Aryeh Kontorovich", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4536" }, { "id": "site_0733005eb9", "title": "Consistent Binary Classification with Generalized Performance Metrics", "author": "Sanmi Koyejo, Nagarajan Natarajan, Pradeep Ravikumar, Inderjit Dhillon", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4372" }, { "id": "site_5cc3844c5f", "title": "Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings", "author": "Ian En-Hsu Yen, Cho-Jui Hsieh, Pradeep Ravikumar, Inderjit Dhillon", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4537" }, { "id": "site_9226f0e8f7", "title": "Constrained convex minimization via model-based excessive gap", "author": "Quoc Tran-Dinh, Volkan Cevher", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4538" }, { "id": "site_dad6a65e9c", "title": "Content-based recommendations with Poisson factorization", "author": "Prem Gopalan, Laurent Charlin, David Blei", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4539" }, { "id": "site_97e7709faa", "title": "Controlling privacy in recommender systems", "author": "Yu Xin, Tommi Jaakkola", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4540" }, { "id": "site_01c8efc3b5", "title": "Convex Deep Learning via Normalized Kernels", "author": "\u00d6zlem Aslan, Xinhua Zhang, Dale Schuurmans", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4541" }, { "id": "site_4f9e2ab8ed", "title": "Convex Optimization Procedure for Clustering: Theoretical Revisit", "author": "Changbo Zhu, Huan Xu, Chenlei Leng, Shuicheng Yan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4542" }, { "id": "site_7bbf4a8478", "title": "Convolutional Kernel Networks", "author": "Julien Mairal, Piotr Koniusz, Zaid Harchaoui, Cordelia Schmid", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4374" }, { "id": "site_c3db15075e", "title": "Convolutional Neural Network Architectures for Matching Natural Language Sentences", "author": "Baotian Hu, Zhengdong Lu, Hang Li, Qingcai Chen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4543" }, { "id": "site_6957f743d1", "title": "Coresets for k-Segmentation of Streaming Data", "author": "Guy Rosman, Mikhail Volkov, Dan Feldman, John Fisher III, Daniela Rus", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4544" }, { "id": "site_5f2e675050", "title": "Covariance shrinkage for autocorrelated data", "author": "Daniel Bartz, Klaus-Robert M\u00fcller", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4545" }, { "id": "site_a7f4cfdb86", "title": "DFacTo: Distributed Factorization of Tensors", "author": "Joon Hee Choi, S. Vishwanathan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4546" }, { "id": "site_6dc0e3942e", "title": "Decomposing Parameter Estimation Problems", "author": "Khaled Refaat, Arthur Choi, Adnan Darwiche", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4547" }, { "id": "site_59f957f42a", "title": "Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain", "author": "Charles Y Zheng, Franco Pestilli, Ariel Rokem", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4548" }, { "id": "site_27d22073c8", "title": "Decoupled Variational Gaussian Inference", "author": "Mohammad Emtiyaz Khan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4549" }, { "id": "site_f8708bea78", "title": "Deep Convolutional Neural Network for Image Deconvolution", "author": "Li Xu, Jimmy S. Ren, Ce Liu, Jiaya Jia", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4758" }, { "id": "site_d264a40c1b", "title": "Deep Fragment Embeddings for Bidirectional Image Sentence Mapping", "author": "Andrej Karpathy, Armand Joulin, Li Fei-Fei", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4550" }, { "id": "site_2faa41ed65", "title": "Deep Joint Task Learning for Generic Object Extraction", "author": "Xiaolong Wang, Liliang Zhang, Liang Lin, Zhujin Liang, Wangmeng Zuo", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4635" }, { "id": "site_1ecb73b191", "title": "Deep Learning Face Representation by Joint Identification-Verification", "author": "Yi Sun, Yuheng Chen, Xiaogang Wang, Xiaoou Tang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4577" }, { "id": "site_0b66b18556", "title": "Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning", "author": "Xiaoxiao Guo, Satinder Singh, Honglak Lee, Richard L Lewis, Xiaoshi Wang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4552" }, { "id": "site_eac859020e", "title": "Deep Networks with Internal Selective Attention through Feedback Connections", "author": "Marijn F Stollenga, Jonathan Masci, Faustino Gomez, J\u00fcrgen Schmidhuber", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4553" }, { "id": "site_9b1b924e6c", "title": "Deep Recursive Neural Networks for Compositionality in Language", "author": "Ozan Irsoy, Claire Cardie", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4554" }, { "id": "site_734e4acca3", "title": "Deep Symmetry Networks", "author": "Robert Gens, Pedro Domingos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4555" }, { "id": "site_f3f6ab57ff", "title": "Delay-Tolerant Algorithms for Asynchronous Distributed Online Learning", "author": "Brendan McMahan, Matthew Streeter", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4556" }, { "id": "site_5933a8fbe1", "title": "Dependent nonparametric trees for dynamic hierarchical clustering", "author": "Kumar Avinava Dubey, Qirong Ho, Sinead Williamson, Eric Xing", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4557" }, { "id": "site_7434a67b82", "title": "Depth Map Prediction from a Single Image using a Multi-Scale Deep Network", "author": "David Eigen, Christian Puhrsch, Rob Fergus", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4376" }, { "id": "site_a94d26e3b0", "title": "Design Principles of the Hippocampal Cognitive Map", "author": "Kimberly Stachenfeld, Matthew Botvinick, Samuel J Gershman", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4378" }, { "id": "site_8ed74b6439", "title": "Deterministic Symmetric Positive Semidefinite Matrix Completion", "author": "William E Bishop, Byron M Yu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4558" }, { "id": "site_eb90ffaf8a", "title": "Difference of Convex Functions Programming for Reinforcement Learning", "author": "Bilal Piot, Matthieu Geist, Olivier Pietquin", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4380" }, { "id": "site_5d034df167", "title": "Dimensionality Reduction with Subspace Structure Preservation", "author": "Devansh Arpit, Ifeoma Nwogu, Venu Govindaraju", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4559" }, { "id": "site_08d8adeee4", "title": "Discovering Structure in High-Dimensional Data Through Correlation Explanation", "author": "Greg Ver Steeg, Aram Galstyan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4560" }, { "id": "site_3ae3a849c5", "title": "Discovering, Learning and Exploiting Relevance", "author": "Cem Tekin, Mihaela van der Schaar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4561" }, { "id": "site_1c2f1d79dc", "title": "Discrete Graph Hashing", "author": "Wei Liu, Cun Mu, Sanjiv Kumar, Shih-Fu Chang", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4382" }, { "id": "site_a9af0cd4be", "title": "Discriminative Metric Learning by Neighborhood Gerrymandering", "author": "Shubhendu Trivedi, David Mcallester, Greg Shakhnarovich", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4562" }, { "id": "site_26ef32c7fa", "title": "Discriminative Unsupervised Feature Learning with Convolutional Neural Networks", "author": "Alexey Dosovitskiy, Jost Tobias Springenberg, Martin Riedmiller, Thomas Brox", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4563" }, { "id": "site_849a31a5c3", "title": "Distance-Based Network Recovery under Feature Correlation", "author": "David Adametz, Volker Roth", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4564" }, { "id": "site_9433e36a06", "title": "Distributed Balanced Clustering via Mapping Coresets", "author": "Mohammadhossein Bateni, Aditya Bhaskara, Silvio Lattanzi, Vahab Mirrokni", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4565" }, { "id": "site_b1075d2ebe", "title": "Distributed Bayesian Posterior Sampling via Moment Sharing", "author": "Minjie Xu, Balaji Lakshminarayanan, Yee Whye Teh, Jun Zhu, Bo Zhang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4566" }, { "id": "site_8780b83f84", "title": "Distributed Estimation, Information Loss and Exponential Families", "author": "Qiang Liu, Alexander Ihler", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4567" }, { "id": "site_b80752b059", "title": "Distributed Parameter Estimation in Probabilistic Graphical Models", "author": "Yariv D Mizrahi, Misha Denil, Nando de Freitas", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4568" }, { "id": "site_3814264e09", "title": "Distributed Power-law Graph Computing: Theoretical and Empirical Analysis", "author": "Cong Xie, Ling Yan, Wu-Jun Li, Zhihua Zhang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4569" }, { "id": "site_3f50ecacf5", "title": "Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models", "author": "Yarin Gal, Mark van der Wilk, Carl Edward Rasmussen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4570" }, { "id": "site_a54f6f8788", "title": "Diverse Randomized Agents Vote to Win", "author": "Albert Jiang, Leandro Soriano Marcolino, Ariel Procaccia, Tuomas Sandholm, Nisarg Shah, Milind Tambe", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4571" }, { "id": "site_ef8b4c19df", "title": "Diverse Sequential Subset Selection for Supervised Video Summarization", "author": "Boqing Gong, Wei-Lun Chao, Kristen Grauman, Fei Sha", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4572" }, { "id": "site_f8b1197813", "title": "Divide-and-Conquer Learning by Anchoring a Conical Hull", "author": "Tianyi Zhou, Jeffrey A Bilmes, Carlos Guestrin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4573" }, { "id": "site_0794e07106", "title": "Do Convnets Learn Correspondence?", "author": "Jonathan L Long, Ning Zhang, Trevor Darrell", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4574" }, { "id": "site_9968afd240", "title": "Do Deep Nets Really Need to be Deep?", "author": "Jimmy Ba, Rich Caruana", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4575" }, { "id": "site_2a9bd6486a", "title": "Dynamic Rank Factor Model for Text Streams", "author": "Shaobo Han, Lin Du, Esther Salazar, Lawrence Carin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4576" }, { "id": "site_26bf8e0d2a", "title": "Efficient Inference of Continuous Markov Random Fields with Polynomial Potentials", "author": "Shenlong Wang, Alex Schwing, Raquel Urtasun", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4578" }, { "id": "site_e37e0ddc55", "title": "Efficient Minimax Signal Detection on Graphs", "author": "Jing Qian, Venkatesh Saligrama", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4579" }, { "id": "site_045f3b69bb", "title": "Efficient Minimax Strategies for Square Loss Games", "author": "Wouter M Koolen, Alan Malek, Peter Bartlett", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4580" }, { "id": "site_6772acd406", "title": "Efficient Optimization for Average Precision SVM", "author": "Pritish Mohapatra, C.V. Jawahar, M. Pawan Kumar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4581" }, { "id": "site_32ff795a9b", "title": "Efficient Partial Monitoring with Prior Information", "author": "Hastagiri P Vanchinathan, G\u00e1bor Bart\u00f3k, Andreas Krause", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4582" }, { "id": "site_17667e022d", "title": "Efficient Sampling for Learning Sparse Additive Models in High Dimensions", "author": "Hemant Tyagi, Bernd G\u00e4rtner, Andreas Krause", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4583" }, { "id": "site_ca1d4062ab", "title": "Efficient Structured Matrix Rank Minimization", "author": "Adams Wei Yu, Wanli Ma, Yaoliang Yu, Jaime Carbonell, Suvrit Sra", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4584" }, { "id": "site_81ea136fef", "title": "Efficient learning by implicit exploration in bandit problems with side observations", "author": "Tom\u00e1\u0161 Koc\u00e1k, Gergely Neu, Michal Valko, Remi Munos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4585" }, { "id": "site_2c0e0660b1", "title": "Elementary Estimators for Graphical Models", "author": "Eunho Yang, Aurelie Lozano, Pradeep Ravikumar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4586" }, { "id": "site_68fdbdd3d3", "title": "Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors", "author": "Lingqiao Liu, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4587" }, { "id": "site_c32e8f32e6", "title": "Estimation with Norm Regularization", "author": "Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4588" }, { "id": "site_7c17f94dac", "title": "Exact Post Model Selection Inference for Marginal Screening", "author": "Jason D Lee, Jonathan E Taylor", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4589" }, { "id": "site_6936e3ff39", "title": "Exclusive Feature Learning on Arbitrary Structures via $\\ell_{1,2}$-norm", "author": "Deguang Kong, Ryohei Fujimaki, Ji Liu, Feiping Nie, Chris Ding", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4590" }, { "id": "site_ce516861e5", "title": "Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights", "author": "Daniel Soudry, Itay Hubara, Ron Meir", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4591" }, { "id": "site_60f63b4feb", "title": "Expectation-Maximization for Learning Determinantal Point Processes", "author": "Jennifer A Gillenwater, Alex Kulesza, Emily Fox, Ben Taskar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4592" }, { "id": "site_ca404e30b6", "title": "Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation", "author": "Emily Denton, Wojciech Zaremba, Joan Bruna, Yann LeCun, Rob Fergus", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4593" }, { "id": "site_9e7e9e4074", "title": "Exploiting easy data in online optimization", "author": "Amir Sani, Gergely Neu, Alessandro Lazaric", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4384" }, { "id": "site_7ad449752d", "title": "Exponential Concentration of a Density Functional Estimator", "author": "Shashank Singh, Barnabas Poczos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4594" }, { "id": "site_80870c4b44", "title": "Extended and Unscented Gaussian Processes", "author": "Daniel M Steinberg, Edwin Bonilla", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4386" }, { "id": "site_d6133fb9a9", "title": "Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities", "author": "Tianbao Yang, Rong Jin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4595" }, { "id": "site_f6f3cf6716", "title": "Extracting Latent Structure From Multiple Interacting Neural Populations", "author": "Joao Semedo, Amin Zandvakili, Adam Kohn, Christian Machens, Byron M Yu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4596" }, { "id": "site_f9c7434355", "title": "Extremal Mechanisms for Local Differential Privacy", "author": "Peter Kairouz, Sewoong Oh, Pramod Viswanath", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4597" }, { "id": "site_e34023dd4d", "title": "Extreme bandits", "author": "Alexandra Carpentier, Michal Valko", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4598" }, { "id": "site_35de8a36ab", "title": "Factoring Variations in Natural Images with Deep Gaussian Mixture Models", "author": "Aaron van den Oord, Benjamin Schrauwen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4599" }, { "id": "site_9bdeb7a4b2", "title": "Fairness in Multi-Agent Sequential Decision-Making", "author": "Chongjie Zhang, Julie A Shah", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4600" }, { "id": "site_c8486b814b", "title": "Fast Kernel Learning for Multidimensional Pattern Extrapolation", "author": "Andrew Wilson, Elad Gilboa, John P Cunningham, Arye Nehorai", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4601" }, { "id": "site_17d64522a3", "title": "Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning", "author": "Mohammad Taha Bahadori, Qi (Rose) Yu, Yan Liu", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4388" }, { "id": "site_54a87841fe", "title": "Fast Prediction for Large-Scale Kernel Machines", "author": "Cho-Jui Hsieh, Si Si, Inderjit Dhillon", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4602" }, { "id": "site_1bc0a16761", "title": "Fast Sampling-Based Inference in Balanced Neuronal Networks", "author": "Guillaume Hennequin, Laurence Aitchison, Mate Lengyel", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4603" }, { "id": "site_c7a33269c1", "title": "Fast Training of Pose Detectors in the Fourier Domain", "author": "Jo\u00e3o Henriques, Pedro Martins, Rui F Caseiro, Jorge Batista", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4604" }, { "id": "site_261509ce65", "title": "Fast and Robust Least Squares Estimation in Corrupted Linear Models", "author": "Brian McWilliams, Gabriel Krummenacher, Mario Lucic, Joachim M Buhmann", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4390" }, { "id": "site_9ff122d8ee", "title": "Feature Cross-Substitution in Adversarial Classification", "author": "Bo Li, Yevgeniy Vorobeychik", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4605" }, { "id": "site_bc483b0f84", "title": "Feedback Detection for Live Predictors", "author": "Stefan Wager, Nick Chamandy, Omkar Muralidharan, Amir Najmi", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4606" }, { "id": "site_4aabf6ad09", "title": "Feedforward Learning of Mixture Models", "author": "Matthew Lawlor, Steven W Zucker", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4332" }, { "id": "site_4ae0ea30fc", "title": "Finding a sparse vector in a subspace: Linear sparsity using alternating directions", "author": "Qing Qu, Ju Sun, John Wright", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4607" }, { "id": "site_8e66170926", "title": "Flexible Transfer Learning under Support and Model Shift", "author": "Xuezhi Wang, Jeff Schneider", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4608" }, { "id": "site_93df526c71", "title": "From MAP to Marginals: Variational Inference in Bayesian Submodular Models", "author": "Josip Djolonga, Andreas Krause", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4610" }, { "id": "site_58bf08830e", "title": "From Stochastic Mixability to Fast Rates", "author": "Nishant Mehta, Robert Williamson", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4334" }, { "id": "site_f57ec48b5f", "title": "Fundamental Limits of Online and Distributed Algorithms for Statistical Learning and Estimation", "author": "Ohad Shamir", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4611" }, { "id": "site_f915ba3e53", "title": "Gaussian Process Volatility Model", "author": "Yue Wu, Jos\u00e9 Miguel Hern\u00e1ndez-Lobato, Zoubin Ghahramani", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4612" }, { "id": "site_e2b9fa139d", "title": "General Stochastic Networks for Classification", "author": "Matthias Z\u00f6hrer, Franz Pernkopf", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4613" }, { "id": "site_1617b61b06", "title": "General Table Completion using a Bayesian Nonparametric Model", "author": "Isabel Valera, Zoubin Ghahramani", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4614" }, { "id": "site_bcda9f25e5", "title": "Generalized Dantzig Selector: Application to the k-support norm", "author": "Soumyadeep Chatterjee, Sheng Chen, Arindam Banerjee", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4615" }, { "id": "site_a7aefec9f8", "title": "Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion", "author": "Yuanyuan Liu, Fanhua Shang, Wei Fan, James Cheng, Hong Cheng", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4616" }, { "id": "site_971b8c6117", "title": "Generalized Unsupervised Manifold Alignment", "author": "Zhen Cui, Hong Chang, Shiguang Shan, Xilin Chen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4617" }, { "id": "site_fae71946ca", "title": "Generative Adversarial Nets", "author": "Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4618" }, { "id": "site_ec6121ceb3", "title": "Global Belief Recursive Neural Networks", "author": "Romain Paulus, Richard Socher, Christopher Manning", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4518" }, { "id": "site_f8929205ee", "title": "Global Sensitivity Analysis for MAP Inference in Graphical Models", "author": "Jasper De Bock, Cassio P de Campos, Alessandro Antonucci", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4620" }, { "id": "site_84c7b761ff", "title": "Graph Clustering With Missing Data: Convex Algorithms and Analysis", "author": "Ramya Korlakai Vinayak, Samet Oymak, Babak Hassibi", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4621" }, { "id": "site_1b8fd0af73", "title": "Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data", "author": "Karthika Mohan, Judea Pearl", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4622" }, { "id": "site_449c57daf8", "title": "Greedy Subspace Clustering", "author": "Dohyung Park, Constantine Caramanis, Sujay Sanghavi", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4623" }, { "id": "site_de69da2a1b", "title": "Grouping-Based Low-Rank Trajectory Completion and 3D Reconstruction", "author": "Katerina Fragkiadaki, Marta Salas, Pablo Arbelaez, Jitendra Malik", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4624" }, { "id": "site_b4e0b7cf4e", "title": "Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models", "author": "Michalis Titsias, Christopher Yau", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4394" }, { "id": "site_b1ef712e92", "title": "Hardness of parameter estimation in graphical models", "author": "Guy Bresler, David Gamarnik, Devavrat Shah", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4625" }, { "id": "site_7271994514", "title": "How transferable are features in deep neural networks?", "author": "Jason Yosinski, Jeff Clune, Yoshua Bengio, Hod Lipson", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4346" }, { "id": "site_200a7b6ed9", "title": "Identifying and attacking the saddle point problem in high-dimensional non-convex optimization", "author": "Yann N Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli, Yoshua Bengio", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4626" }, { "id": "site_614ea92748", "title": "Improved Distributed Principal Component Analysis", "author": "Yingyu Liang, Maria-Florina F Balcan, Vandana Kanchanapally, David Woodruff", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4627" }, { "id": "site_470b9b29e7", "title": "Improved Multimodal Deep Learning with Variation of Information", "author": "Kihyuk Sohn, Wenling Shang, Honglak Lee", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4628" }, { "id": "site_2824a84e9f", "title": "Incremental Clustering: The Case for Extra Clusters", "author": "Margareta Ackerman, Sanjoy Dasgupta", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4629" }, { "id": "site_d1d0126888", "title": "Incremental Local Gaussian Regression", "author": "Franziska Meier, Philipp Hennig, Stefan Schaal", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4630" }, { "id": "site_3b7eae299b", "title": "Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers", "author": "Bruno Conejo, Nikos Komodakis, Sebastien Leprince, Jean Philippe Avouac", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4776" }, { "id": "site_6588655dba", "title": "Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit", "author": "Karin C Knudson, Jacob Yates, Alexander Huk, Jonathan W Pillow", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4631" }, { "id": "site_18bf9a7f54", "title": "Inferring synaptic conductances from spike trains with a biophysically inspired point process model", "author": "Kenneth W Latimer, E.J. Chichilnisky, Fred Rieke, Jonathan W Pillow", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4632" }, { "id": "site_489f52f47c", "title": "Information-based learning by agents in unbounded state spaces", "author": "Shariq A Mobin, James A Arnemann, Fritz Sommer", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4633" }, { "id": "site_7fac211c54", "title": "Iterative Neural Autoregressive Distribution Estimator NADE-k", "author": "Tapani Raiko, Yao Li, Kyunghyun Cho, Yoshua Bengio", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4634" }, { "id": "site_113612aec6", "title": "Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation", "author": "Jonathan J Tompson, Arjun Jain, Yann LeCun, Christoph Bregler", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4636" }, { "id": "site_1dc5109e25", "title": "Just-In-Time Learning for Fast and Flexible Inference", "author": "S. M. Ali Eslami, Danny Tarlow, Pushmeet Kohli, John Winn", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4637" }, { "id": "site_767786add1", "title": "Kernel Mean Estimation via Spectral Filtering", "author": "Krikamol Muandet, Bharath Sriperumbudur, Bernhard Sch\u00f6lkopf", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4638" }, { "id": "site_b776f8a899", "title": "LSDA: Large Scale Detection through Adaptation", "author": "Judy Hoffman, Sergio Guadarrama, Eric Tzeng, Ronghang Hu, Jeff Donahue, Ross Girshick, Trevor Darrell, Kate Saenko", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4609" }, { "id": "site_f76d8eec46", "title": "Large-Margin Convex Polytope Machine", "author": "Alex Kantchelian, Michael C Tschantz, Ling Huang, Peter Bartlett, Anthony D Joseph, J. D. Tygar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4639" }, { "id": "site_aad1b2b655", "title": "Large-scale L-BFGS using MapReduce", "author": "Weizhu Chen, Zhenghao Wang, Jingren Zhou", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4396" }, { "id": "site_9eeb22ad95", "title": "Latent Support Measure Machines for Bag-of-Words Data Classification", "author": "Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4641" }, { "id": "site_4ab60deae7", "title": "Learning Chordal Markov Networks by Dynamic Programming", "author": "Kustaa Kangas, Mikko Koivisto, Teppo Niinim\u00e4ki", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4642" }, { "id": "site_72d061a685", "title": "Learning Deep Features for Scene Recognition using Places Database", "author": "Bolei Zhou, Agata Lapedriza, Jianxiong Xiao, Antonio Torralba, Aude Oliva", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4398" }, { "id": "site_488e153032", "title": "Learning Distributed Representations for Structured Output Prediction", "author": "Vivek Srikumar, Christopher D Manning", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4400" }, { "id": "site_307dd5cca3", "title": "Learning From Weakly Supervised Data by The Expectation Loss SVM (e-SVM) algorithm", "author": "Jun Zhu, Junhua Mao, Alan Yuille", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4643" }, { "id": "site_13efb5bfb4", "title": "Learning Generative Models with Visual Attention", "author": "Yichuan Charlie Tang, Nitish Srivastava, Russ Salakhutdinov", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4336" }, { "id": "site_cd5988bace", "title": "Learning Mixed Multinomial Logit Model from Ordinal Data", "author": "Sewoong Oh, Devavrat Shah", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4644" }, { "id": "site_f1d2d4ef6d", "title": "Learning Mixtures of Ranking Models", "author": "Pranjal Awasthi, Avrim Blum, Or Sheffet, Aravindan Vijayaraghavan", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4402" }, { "id": "site_7532b0951b", "title": "Learning Mixtures of Submodular Functions for Image Collection Summarization", "author": "Sebastian Tschiatschek, Rishabh K Iyer, Haochen Wei, Jeffrey A Bilmes", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4645" }, { "id": "site_3ea408f788", "title": "Learning Multiple Tasks in Parallel with a Shared Annotator", "author": "Haim Cohen, Yacov Crammer", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4646" }, { "id": "site_c3a221741f", "title": "Learning Neural Network Policies with Guided Policy Search under Unknown Dynamics", "author": "Sergey Levine, Pieter Abbeel", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4462" }, { "id": "site_fe8a8eaa41", "title": "Learning Optimal Commitment to Overcome Insecurity", "author": "Avrim Blum, Nika Haghtalab, Ariel Procaccia", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4655" }, { "id": "site_2858fabfc9", "title": "Learning Shuffle Ideals Under Restricted Distributions", "author": "Dongqu Chen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4647" }, { "id": "site_26c7d7274b", "title": "Learning Time-Varying Coverage Functions", "author": "Nan Du, Yingyu Liang, Maria-Florina F Balcan, Le Song", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4648" }, { "id": "site_250841a6d2", "title": "Learning a Concept Hierarchy from Multi-labeled Documents", "author": "Viet-An Nguyen, Jordan Boyd-Graber, Philip Resnik, Jonathan Chang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4649" }, { "id": "site_6c0ef4b66d", "title": "Learning convolution filters for inverse covariance estimation of neural network connectivity", "author": "George Mohler", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4650" }, { "id": "site_99479da49b", "title": "Learning on graphs using Orthonormal Representation is Statistically Consistent", "author": "Rakesh Shivanna, Chiranjib Bhattacharyya", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4651" }, { "id": "site_a7c9977617", "title": "Learning the Learning Rate for Prediction with Expert Advice", "author": "Wouter M Koolen, Tim van Erven, Peter Gr\u00fcnwald", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4652" }, { "id": "site_46f0a0b80f", "title": "Learning to Discover Efficient Mathematical Identities", "author": "Wojciech Zaremba, Karol Kurach, Rob Fergus", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4406" }, { "id": "site_baae9ce9a8", "title": "Learning to Optimize via Information-Directed Sampling", "author": "Daniel Russo, Benjamin Van Roy", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4653" }, { "id": "site_c148e4a20e", "title": "Learning to Search in Branch and Bound Algorithms", "author": "He He, Hal Daum\u00e9 III, Jason Eisner", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4654" }, { "id": "site_56fdfd4ea1", "title": "Learning with Fredholm Kernels", "author": "Qichao Que, Mikhail Belkin, Yusu Wang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4656" }, { "id": "site_7b2769fefd", "title": "Learning with Pseudo-Ensembles", "author": "Philip Bachman, Ouais Alsharif, Doina Precup", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4657" }, { "id": "site_a2f87a50fb", "title": "Local Decorrelation For Improved Pedestrian Detection", "author": "Woonhyun Nam, Piotr Dollar, Joon Hee Han", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4658" }, { "id": "site_5bd4759fdf", "title": "Local Linear Convergence of Forward--Backward under Partial Smoothness", "author": "Jingwei Liang, Jalal Fadili, Gabriel Peyr\u00e9", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4659" }, { "id": "site_5088da6158", "title": "Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology", "author": "Mehmet G\u00f6nen, Adam A Margolin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4660" }, { "id": "site_9c0955c227", "title": "Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces", "author": "Minh Ha Quang, Marco San Biagio, Vittorio Murino", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4408" }, { "id": "site_1d1eb531c3", "title": "Low Rank Approximation Lower Bounds in Row-Update Streams", "author": "David Woodruff", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4661" }, { "id": "site_7d4ac738fc", "title": "Low-Rank Time-Frequency Synthesis", "author": "C\u00e9dric F\u00e9votte, Matthieu Kowalski", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4662" }, { "id": "site_268cd33522", "title": "Low-dimensional models of neural population activity in sensory cortical circuits", "author": "Evan Archer, Urs Koster, Jonathan W Pillow, Jakob H Macke", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4663" }, { "id": "site_09ba91eeb6", "title": "Magnitude-sensitive preference formation`", "author": "Nisheeth Srivastava, Ed Vul, Paul R Schrater", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4665" }, { "id": "site_ee6b466138", "title": "Making Pairwise Binary Graphical Models Attractive", "author": "Nicholas Ruozzi, Tony Jebara", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4410" }, { "id": "site_dfff06cb81", "title": "Median Selection Subset Aggregation for Parallel Inference", "author": "Xiangyu Wang, Peichao Peng, David B Dunson", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4338" }, { "id": "site_059ae96a77", "title": "Message Passing Inference for Large Scale Graphical Models with High Order Potentials", "author": "Jian Zhang, Alex Schwing, Raquel Urtasun", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4666" }, { "id": "site_685167b9d4", "title": "Metric Learning for Temporal Sequence Alignment", "author": "R\u00e9mi Lajugie, Damien Garreau, Francis Bach, Sylvain Arlot", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4667" }, { "id": "site_a615d460d0", "title": "Mind the Nuisance: Gaussian Process Classification using Privileged Noise", "author": "Daniel Hern\u00e1ndez-lobato, Viktoriia Sharmanska, Kristian Kersting, Christoph Lampert, Novi Quadrianto", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4668" }, { "id": "site_b72b58bcd6", "title": "Minimax-optimal Inference from Partial Rankings", "author": "Bruce Hajek, Sewoong Oh, Jiaming Xu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4669" }, { "id": "site_dc742fc628", "title": "Mode Estimation for High Dimensional Discrete Tree Graphical Models", "author": "Chao Chen, Han Liu, Dimitris Metaxas, Tianqi Zhao", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4412" }, { "id": "site_35fea76a27", "title": "Model-based Reinforcement Learning and the Eluder Dimension", "author": "Ian Osband, Benjamin Van Roy", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4670" }, { "id": "site_9e4e08e8ce", "title": "Modeling Deep Temporal Dependencies with Recurrent \"Grammar Cells\"", "author": "Vincent Michalski, Roland Memisevic, Kishore Konda", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4671" }, { "id": "site_8a2a7de9da", "title": "Mondrian Forests: Efficient Online Random Forests", "author": "Balaji Lakshminarayanan, Daniel Roy, Yee Whye Teh", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4672" }, { "id": "site_354a41b2bc", "title": "Multi-Class Deep Boosting", "author": "Vitaly Kuznetsov, Mehryar Mohri, Umar Syed", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4673" }, { "id": "site_73feae0621", "title": "Multi-Resolution Cascades for Multiclass Object Detection", "author": "Ehsan Saberian, Nuno Vasconcelos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4674" }, { "id": "site_6bf8fc1a19", "title": "Multi-Scale Spectral Decomposition of Massive Graphs", "author": "Si Si, Donghyuk Shin, Inderjit Dhillon, Beresford N Parlett", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4675" }, { "id": "site_8ae832af5c", "title": "Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition", "author": "Hanie Sedghi, Anima Anandkumar, Edmond A Jonckheere", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4676" }, { "id": "site_32de0fa1a9", "title": "Multi-View Perceptron: a Deep Model for Learning Face Identity and View Representations", "author": "Zhenyao Zhu, Ping Luo, Xiaogang Wang, Xiaoou Tang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4551" }, { "id": "site_c8036e4186", "title": "Multi-scale Graphical Models for Spatio-Temporal Processes", "author": "Firdaus Janoos, Huseyin Denli, Niranjan Subrahmanya", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4677" }, { "id": "site_c44bb1a736", "title": "Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks", "author": "Mario Marchand, Hongyu Su, Emilie Morvant, Juho Rousu, John Shawe-Taylor", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4678" }, { "id": "site_b5f7638067", "title": "Multiscale Fields of Patterns", "author": "Pedro Felzenszwalb, John G Oberlin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4679" }, { "id": "site_21f68cbbc1", "title": "Multitask learning meets tensor factorization: task imputation via convex optimization", "author": "Kishan Wimalawarne, Masashi Sugiyama, Ryota Tomioka", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4680" }, { "id": "site_471a4c175d", "title": "Multivariate Regression with Calibration", "author": "Han Liu, Lie Wang, Tuo Zhao", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4681" }, { "id": "site_e5b5770e79", "title": "Multivariate f-divergence Estimation With Confidence", "author": "Kevin Moon, Alfred Hero", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4682" }, { "id": "site_8c37607a2e", "title": "Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histograms", "author": "Siu On Chan, Ilias Diakonikolas, Rocco A Servedio, Xiaorui Sun", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4683" }, { "id": "site_f4936fdfb7", "title": "Near-Optimal-Sample Estimators for Spherical Gaussian Mixtures", "author": "Ananda Theertha Suresh, Alon Orlitsky, Jayadev Acharya, Ashkan Jafarpour", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4684" }, { "id": "site_ed62d60eb8", "title": "Near-optimal Reinforcement Learning in Factored MDPs", "author": "Ian Osband, Benjamin Van Roy", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4414" }, { "id": "site_a5bd70c7e8", "title": "Near-optimal sample compression for nearest neighbors", "author": "Lee-Ad Gottlieb, Aryeh Kontorovich, Pinhas Nisnevitch", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4685" }, { "id": "site_7b8e1ba24e", "title": "Neural Word Embedding as Implicit Matrix Factorization", "author": "Omer Levy, Yoav Goldberg", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4686" }, { "id": "site_fa03794f29", "title": "Neurons as Monte Carlo Samplers: Bayesian \ufffcInference and Learning in Spiking Networks", "author": "Yanping Huang, Rajesh PN Rao", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4687" }, { "id": "site_8866265dbe", "title": "New Rules for Domain Independent Lifted MAP Inference", "author": "Happy Mittal, Prasoon Goyal, Vibhav Gogate, Parag Singla", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4688" }, { "id": "site_3bebaad2bc", "title": "Non-convex Robust PCA", "author": "Praneeth Netrapalli, Niranjan Uma Naresh, Sujay Sanghavi, Animashree Anandkumar, Prateek Jain", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4416" }, { "id": "site_52bfe62dbb", "title": "Nonparametric Bayesian inference on multivariate exponential families", "author": "William R Vega-Brown, Marek Doniec, Nicholas Roy", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4689" }, { "id": "site_1a49dd9c62", "title": "Object Localization based on Structural SVM using Privileged Information", "author": "Jan Feyereisl, Suha Kwak, Jeany Son, Bohyung Han", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4691" }, { "id": "site_60fc64c35d", "title": "On Communication Cost of Distributed Statistical Estimation and Dimensionality", "author": "Ankit Garg, Tengyu Ma, Huy Nguyen", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4340" }, { "id": "site_af32a6f167", "title": "On Integrated Clustering and Outlier Detection", "author": "Lionel Ott, Linsey Pang, Fabio Ramos, Sanjay Chawla", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4692" }, { "id": "site_0563b7583b", "title": "On Iterative Hard Thresholding Methods for High-dimensional M-Estimation", "author": "Prateek Jain, Ambuj Tewari, Purushottam Kar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4693" }, { "id": "site_74cb447181", "title": "On Model Parallelization and Scheduling Strategies for Distributed Machine Learning", "author": "Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth Gibson, Eric Xing", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4726" }, { "id": "site_8086c715ad", "title": "On Multiplicative Multitask Feature Learning", "author": "Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4694" }, { "id": "site_d04039db57", "title": "On Prior Distributions and Approximate Inference for Structured Variables", "author": "Sanmi Koyejo, Rajiv Khanna, Joydeep Ghosh, Russell Poldrack", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4695" }, { "id": "site_437cf5dd24", "title": "On Sparse Gaussian Chain Graph Models", "author": "Calvin McCarter, Seyoung Kim", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4696" }, { "id": "site_c56ea6abfd", "title": "On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification", "author": "Yingzhen Yang, Feng Liang, Shuicheng Yan, Zhangyang Wang, Thomas S Huang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4690" }, { "id": "site_0975743acd", "title": "On the Computational Efficiency of Training Neural Networks", "author": "Roi Livni, Shai Shalev-Shwartz, Ohad Shamir", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4697" }, { "id": "site_a3bd079c16", "title": "On the Convergence Rate of Decomposable Submodular Function Minimization", "author": "Robert Nishihara, Stefanie Jegelka, Michael Jordan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4791" }, { "id": "site_fea82f6edc", "title": "On the Information Theoretic Limits of Learning Ising Models", "author": "Rashish Tandon, Karthikeyan Shanmugam, Pradeep Ravikumar, Alex Dimakis", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4698" }, { "id": "site_ae2e25d848", "title": "On the Number of Linear Regions of Deep Neural Networks", "author": "Guido F Montufar, Razvan Pascanu, Kyunghyun Cho, Yoshua Bengio", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4699" }, { "id": "site_0fa64dd529", "title": "On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures", "author": "Harikrishna Narasimhan, Rohit Vaish, Shivani Agarwal", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4700" }, { "id": "site_b743afc0cb", "title": "On the relations of LFPs & Neural Spike Trains", "author": "David Carlson, Jana Schaich Borg, Kafui Dzirasa, Lawrence Carin", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4701" }, { "id": "site_90efaa5f54", "title": "Online Decision-Making in General Combinatorial Spaces", "author": "Arun Rajkumar, Shivani Agarwal", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4702" }, { "id": "site_00a2e03ce8", "title": "Online Optimization for Max-Norm Regularization", "author": "Jie Shen, Huan Xu, Ping Li", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4703" }, { "id": "site_7b7e828c0e", "title": "Online and Stochastic Gradient Methods for Non-decomposable Loss Functions", "author": "Purushottam Kar, Harikrishna Narasimhan, Prateek Jain", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4705" }, { "id": "site_c32c599265", "title": "Online combinatorial optimization with stochastic decision sets and adversarial losses", "author": "Gergely Neu, Michal Valko", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4706" }, { "id": "site_856d58f40e", "title": "Optimal Neural Codes for Control and Estimation", "author": "Alex K Susemihl, Ron Meir, Manfred Opper", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4707" }, { "id": "site_aaf3565812", "title": "Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers", "author": "Mehryar Mohri, Andres Munoz", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4418" }, { "id": "site_76a08d1546", "title": "Optimal Teaching for Limited-Capacity Human Learners", "author": "Kaustubh R Patil, Jerry Zhu, \u0141ukasz Kope\u0107, Bradley C Love", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4420" }, { "id": "site_2fe162bdaf", "title": "Optimal decision-making with time-varying evidence reliability", "author": "Jan Drugowitsch, Ruben Moreno-Bote, Alexandre Pouget", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4422" }, { "id": "site_b932049b5a", "title": "Optimal prior-dependent neural population codes under shared input noise", "author": "Agnieszka Grabska-Barwinska, Jonathan W Pillow", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4708" }, { "id": "site_ef2c8e4621", "title": "Optimal rates for k-NN density and mode estimation", "author": "Sanjoy Dasgupta, Samory Kpotufe", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4709" }, { "id": "site_e469019020", "title": "Optimistic Planning in Markov Decision Processes Using a Generative Model", "author": "Bal\u00e1zs Sz\u00f6r\u00e9nyi, Gunnar Kedenburg, Remi Munos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4710" }, { "id": "site_c6f93e5f89", "title": "Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection", "author": "Sang-Yun Oh, Onkar Dalal, Kshitij Khare, Bala Rajaratnam", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4711" }, { "id": "site_7c7b861904", "title": "Optimizing Energy Production Using Policy Search and Predictive State Representations", "author": "Yuri Grinberg, Doina Precup, Michel Gendreau", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4424" }, { "id": "site_3b695fdce3", "title": "Optimizing F-Measures by Cost-Sensitive Classification", "author": "Shameem Puthiya Parambath, Nicolas Usunier, Yves Grandvalet", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4712" }, { "id": "site_c505613bd8", "title": "Orbit Regularization", "author": "Renato Negrinho, Andre Martins", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4714" }, { "id": "site_28d1afab2c", "title": "PAC-Bayesian AUC classification and scoring", "author": "James Ridgway, Pierre Alquier, Nicolas Chopin, Feng Liang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4715" }, { "id": "site_0f67d5c727", "title": "PEWA: Patch-based Exponentially Weighted Aggregation for image denoising", "author": "Charles Kervrann", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4716" }, { "id": "site_10b7668062", "title": "Parallel Direction Method of Multipliers", "author": "Huahua Wang, Arindam Banerjee, Zhi-Quan Luo", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4717" }, { "id": "site_9b01c53a99", "title": "Parallel Double Greedy Submodular Maximization", "author": "Xinghao Pan, Stefanie Jegelka, Joseph Gonzalez, Joseph K Bradley, Michael Jordan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4718" }, { "id": "site_c681fd1e0b", "title": "Parallel Feature Selection Inspired by Group Testing", "author": "Yingbo Zhou, Utkarsh Porwal, Ce Zhang, Hung Q Ngo, XuanLong Nguyen, Christopher R\u00e9, Venu Govindaraju", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4719" }, { "id": "site_fc85630be1", "title": "Parallel Sampling of HDPs using Sub-Cluster Splits", "author": "Jason Chang, John Fisher III", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4664" }, { "id": "site_ed22248ce7", "title": "Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization", "author": "Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo, Jong-Shi Pang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4720" }, { "id": "site_320476f0eb", "title": "Partition-wise Linear Models", "author": "Hidekazu Oiwa, Ryohei Fujimaki", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4721" }, { "id": "site_07b5f7aec6", "title": "Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision", "author": "Deepti Pachauri, Risi Kondor, Gautam Sargur, Vikas Singh", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4722" }, { "id": "site_7937a679d4", "title": "Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data", "author": "Florian Stimberg, Andreas Ruttor, Manfred Opper", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4426" }, { "id": "site_997659ea6f", "title": "Positive Curvature and Hamiltonian Monte Carlo", "author": "Christof Seiler, Simon Rubinstein-Salzedo, Susan Holmes", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4723" }, { "id": "site_e3e447b3be", "title": "Pre-training of Recurrent Neural Networks via Linear Autoencoders", "author": "Luca Pasa, Alessandro Sperduti", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4724" }, { "id": "site_13d74c1935", "title": "Predicting Useful Neighborhoods for Lazy Local Learning", "author": "Aron Yu, Kristen Grauman", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4725" }, { "id": "site_2edc6d18a5", "title": "Predictive Entropy Search for Efficient Global Optimization of Black-box Functions", "author": "Jos\u00e9 Miguel Hern\u00e1ndez-Lobato, Matthew Hoffman, Zoubin Ghahramani", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4428" }, { "id": "site_046cd9c2f6", "title": "Probabilistic Differential Dynamic Programming", "author": "Yunpeng Pan, Evangelos Theodorou", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4727" }, { "id": "site_420180994a", "title": "Probabilistic ODE Solvers with Runge-Kutta Means", "author": "Michael Schober, David Duvenaud, Philipp Hennig", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4342" }, { "id": "site_29f2002d59", "title": "Probabilistic low-rank matrix completion on finite alphabets", "author": "Jean Lafond, Olga Klopp, Eric Moulines, Joseph Salmon", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4728" }, { "id": "site_f4af2485d4", "title": "Projecting Markov Random Field Parameters for Fast Mixing", "author": "Xianghang Liu, Justin Domke", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4729" }, { "id": "site_b88cd47642", "title": "Projective dictionary pair learning for pattern classification", "author": "Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4730" }, { "id": "site_abd58ee698", "title": "Provable Submodular Minimization using Wolfe's Algorithm", "author": "Deeparnab Chakrabarty, Prateek Jain, Pravesh Kothari", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4344" }, { "id": "site_cba64bb3cf", "title": "Provable Tensor Factorization with Missing Data", "author": "Prateek Jain, Sewoong Oh", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4731" }, { "id": "site_20e13d4918", "title": "Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators", "author": "Kai Zhong, Ian En-Hsu Yen, Inderjit Dhillon, Pradeep Ravikumar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4732" }, { "id": "site_63cccfff44", "title": "QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models", "author": "Cho-Jui Hsieh, Inderjit Dhillon, Pradeep Ravikumar, Stephen Becker, Peder A Olsen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4733" }, { "id": "site_2b7520f051", "title": "Quantized Estimation of Gaussian Sequence Models in Euclidean Balls", "author": "Yuancheng Zhu, John Lafferty", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4734" }, { "id": "site_fcebe7ea12", "title": "Quantized Kernel Learning for Feature Matching", "author": "Danfeng Qin, Xuanli Chen, Matthieu Guillaumin, Luc V Gool", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4735" }, { "id": "site_a3ad5b3f68", "title": "RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning", "author": "Marek Petrik, Dharmashankar Subramanian", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4430" }, { "id": "site_5235d14348", "title": "Randomized Experimental Design for Causal Graph Discovery", "author": "Huining Hu, Zhentao Li, Adrian R Vetta", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4432" }, { "id": "site_2088d6fabd", "title": "Ranking via Robust Binary Classification", "author": "Hyokun Yun, Parameswaran Raman, S. Vishwanathan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4736" }, { "id": "site_cca13d9a2c", "title": "Rates of Convergence for Nearest Neighbor Classification", "author": "Kamalika Chaudhuri, Sanjoy Dasgupta", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4434" }, { "id": "site_598b048f21", "title": "Real-Time Decoding of an Integrate and Fire Encoder", "author": "Shreya Saxena, Munther Dahleh", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4737" }, { "id": "site_7ccdbf8c62", "title": "Recovery of Coherent Data via Low-Rank Dictionary Pursuit", "author": "Guangcan Liu, Ping Li", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4436" }, { "id": "site_0f99bd7954", "title": "Recurrent Models of Visual Attention", "author": "Volodymyr Mnih, Nicolas Heess, Alex Graves, koray kavukcuoglu", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4438" }, { "id": "site_45881b3ad7", "title": "Recursive Context Propagation Network for Semantic Scene Labeling", "author": "Abhishek Sharma, Oncel Tuzel, Ming-Yu Liu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4738" }, { "id": "site_3efe850db0", "title": "Recursive Inversion Models for Permutations", "author": "Christopher Meek, Marina Meila", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4739" }, { "id": "site_e69501f0c0", "title": "Reducing the Rank in Relational Factorization Models by Including Observable Patterns", "author": "Maximilian Nickel, Xueyan Jiang, Volker Tresp", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4404" }, { "id": "site_77e4836384", "title": "Repeated Contextual Auctions with Strategic Buyers", "author": "Kareem Amin, Afshin Rostamizadeh, Umar Syed", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4740" }, { "id": "site_9a85c7dfd0", "title": "Reputation-based Worker Filtering in Crowdsourcing", "author": "Srikanth Jagabathula, Lakshminarayanan Subramanian, Ashwin Venkataraman", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4741" }, { "id": "site_348af5b747", "title": "Restricted Boltzmann machines modeling human choice", "author": "Takayuki Osogami, Makoto Otsuka", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4742" }, { "id": "site_ca31bfda6a", "title": "Robust Bayesian Max-Margin Clustering", "author": "Changyou Chen, Jun Zhu, Xinhua Zhang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4743" }, { "id": "site_83ab461c79", "title": "Robust Classification Under Sample Selection Bias", "author": "Anqi Liu, Brian Ziebart", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4440" }, { "id": "site_430ea880ca", "title": "Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space", "author": "Robert A Vandermeulen, Clayton Scott", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4744" }, { "id": "site_cb2723b820", "title": "Robust Logistic Regression and Classification", "author": "Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4745" }, { "id": "site_b800f77b3d", "title": "Robust Tensor Decomposition with Gross Corruption", "author": "Quanquan Gu, Huan Gui, Jiawei Han", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4746" }, { "id": "site_a4922c259c", "title": "Rounding-based Moves for Metric Labeling", "author": "M. Pawan Kumar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4747" }, { "id": "site_b0184dc6c5", "title": "SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives", "author": "Aaron Defazio, Francis Bach, Simon Lacoste-Julien", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4748" }, { "id": "site_475c2f82f2", "title": "Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature", "author": "Tom Gunter, Michael A Osborne, Roman Garnett, Philipp Hennig, Stephen J Roberts", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4749" }, { "id": "site_f49791435b", "title": "Scalable Inference for Neuronal Connectivity from Calcium Imaging", "author": "Alyson Fletcher, Sundeep Rangan", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4442" }, { "id": "site_87eee24a1e", "title": "Scalable Kernel Methods via Doubly Stochastic Gradients", "author": "Bo Dai, Bo Xie, Niao He, Yingyu Liang, Anant Raj, Maria-Florina F Balcan, Le Song", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4750" }, { "id": "site_9a298a5b42", "title": "Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices", "author": "Austin Benson, Jason D Lee, Bartek Rajwa, David F Gleich", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4444" }, { "id": "site_06046ef160", "title": "Scalable Non-linear Learning with Adaptive Polynomial Expansions", "author": "Alekh Agarwal, Alina Beygelzimer, Daniel Hsu, John Langford, Matus J Telgarsky", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4751" }, { "id": "site_5864e47d2e", "title": "Scale Adaptive Blind Deblurring", "author": "Haichao Zhang, Jianchao Yang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4752" }, { "id": "site_50c9b2faca", "title": "Scaling-up Importance Sampling for Markov Logic Networks", "author": "Deepak Venugopal, Vibhav Gogate", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4753" }, { "id": "site_bf8ca49acf", "title": "Searching for Higgs Boson Decay Modes with Deep Learning", "author": "Peter Sadowski, Daniel Whiteson, Pierre Baldi", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4446" }, { "id": "site_3e6acd13f8", "title": "Self-Adaptable Templates for Feature Coding", "author": "Xavier Boix, Gemma Roig, Salomon Diether, Luc V Gool", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4754" }, { "id": "site_63171e37f3", "title": "Self-Paced Learning with Diversity", "author": "Lu Jiang, Deyu Meng, Shoou-I Yu, Zhenzhong Lan, Shiguang Shan, Alexander Hauptmann", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4755" }, { "id": "site_42ab9ea2d2", "title": "Semi-Separable Hamiltonian Monte Carlo for Inference in Bayesian Hierarchical Models", "author": "Yichuan Zhang, Charles Sutton", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4756" }, { "id": "site_2b131a3a7e", "title": "Semi-supervised Learning with Deep Generative Models", "author": "Diederik Kingma, Shakir Mohamed, Danilo Jimenez Rezende, Max Welling", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4448" }, { "id": "site_6dfca239a1", "title": "Sensory Integration and Density Estimation", "author": "Joseph G Makin, Philip N Sabes", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4757" }, { "id": "site_96ea87795e", "title": "Sequence to Sequence Learning with Neural Networks", "author": "Ilya Sutskever, Oriol Vinyals, Quoc V Le", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4348" }, { "id": "site_aba39859d9", "title": "Sequential Monte Carlo for Graphical Models", "author": "Christian Andersson Naesseth, Fredrik Lindsten, Thomas Sch\u00f6n", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4759" }, { "id": "site_c816943dbe", "title": "SerialRank: Spectral Ranking using Seriation", "author": "Fajwel Fogel, Alexandre d'Aspremont, Milan Vojnovic", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4760" }, { "id": "site_937140532c", "title": "Shape and Illumination from Shading using the Generic Viewpoint Assumption", "author": "Daniel Zoran, Dilip Krishnan, Jos\u00e9 Bento, Bill Freeman", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4761" }, { "id": "site_224a27cc81", "title": "Shaping Social Activity by Incentivizing Users", "author": "Mehrdad Farajtabar, Nan Du, Manuel Gomez Rodriguez, Isabel Valera, Hongyuan Zha, Le Song", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4762" }, { "id": "site_4c1786a4ac", "title": "Signal Aggregate Constraints in Additive Factorial HMMs, with Application to Energy Disaggregation", "author": "Mingjun Zhong, Nigel Goddard, Charles Sutton", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4763" }, { "id": "site_698be9669a", "title": "Simple MAP Inference via Low-Rank Relaxations", "author": "Roy Frostig, Sida Wang, Percy Liang, Christopher D Manning", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4764" }, { "id": "site_6cd7a8f59b", "title": "Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning", "author": "Francesco Orabona", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4765" }, { "id": "site_5dcff6c5b5", "title": "Smoothed Gradients for Stochastic Variational Inference", "author": "Stephan Mandt, David Blei", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4766" }, { "id": "site_1353626cc7", "title": "Sparse Bayesian structure learning with dependent relevance determination prior", "author": "Anqi Wu, Mijung Park, Sanmi Koyejo, Jonathan W Pillow", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4767" }, { "id": "site_f0566f34fb", "title": "Sparse Multi-Task Reinforcement Learning", "author": "Daniele Calandriello, Alessandro Lazaric, Marcello Restelli", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4768" }, { "id": "site_2ae4102d72", "title": "Sparse PCA via Covariance Thresholding", "author": "Yash Deshpande, Andrea Montanari", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4769" }, { "id": "site_ef62512cc2", "title": "Sparse PCA with Oracle Property", "author": "Quanquan Gu, Zhaoran Wang, Han Liu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4713" }, { "id": "site_d18c5a979a", "title": "Sparse Polynomial Learning and Graph Sketching", "author": "Murat Kocaoglu, Karthikeyan Shanmugam, Alex Dimakis, Adam Klivans", "status": "Oral", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4350" }, { "id": "site_c33f6cd793", "title": "Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space", "author": "Ian En-Hsu Yen, Ting-Wei Lin, Shou-De Lin, Pradeep Ravikumar, Inderjit Dhillon", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4770" }, { "id": "site_6636e7215d", "title": "Sparse Space-Time Deconvolution for Calcium Image Analysis", "author": "Ferran Diego Andilla, Fred Hamprecht", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4450" }, { "id": "site_0f34a8ff68", "title": "Spatio-temporal Representations of Uncertainty in Spiking Neural Networks", "author": "Cristina Savin, Sophie Den\u00e8ve", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4452" }, { "id": "site_4448de9d9e", "title": "Spectral Clustering of graphs with the Bethe Hessian", "author": "Alaa Saade, Florent Krzakala, Lenka Zdeborov\u00e1", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4771" }, { "id": "site_6cf89fef5c", "title": "Spectral Learning of Mixture of Hidden Markov Models", "author": "Cem Subakan, Johannes Traa, Paris Smaragdis", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4772" }, { "id": "site_df788f30a9", "title": "Spectral Methods for Indian Buffet Process Inference", "author": "Hsiao-Yu Tung, Alexander Smola", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4773" }, { "id": "site_4baf58eb15", "title": "Spectral Methods for Supervised Topic Models", "author": "Yining Wang, Jun Zhu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4774" }, { "id": "site_fc9802fabf", "title": "Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing", "author": "Yuchen Zhang, Xi Chen, Denny Zhou, Michael Jordan", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4454" }, { "id": "site_993723f11f", "title": "Spectral k-Support Norm Regularization", "author": "Andrew McDonald, Massimiliano Pontil, Dimitris Stamos", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4775" }, { "id": "site_da0e321c57", "title": "Spike Frequency Adaptation Implements Anticipative Tracking in Continuous Attractor Neural Networks", "author": "Yuanyuan Mi, C. C. Alan Fung, K. Y. Michael Wong, Si Wu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4777" }, { "id": "site_0bc44b49b3", "title": "Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm", "author": "Deanna Needell, Rachel Ward, Nati Srebro", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4778" }, { "id": "site_0e0fd83eaa", "title": "Stochastic Multi-Armed-Bandit Problem with Non-stationary Rewards", "author": "Omar Besbes, Yonatan Gur, Assaf Zeevi", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4779" }, { "id": "site_5c4abb7c5b", "title": "Stochastic Network Design in Bidirected Trees", "author": "Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4780" }, { "id": "site_a66cf1722e", "title": "Stochastic Proximal Gradient Descent with Acceleration Techniques", "author": "Atsushi Nitanda", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4781" }, { "id": "site_5dd94ba7c7", "title": "Stochastic variational inference for hidden Markov models", "author": "Nick Foti, Jason Xu, Dillon Laird, Emily Fox", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4782" }, { "id": "site_a482c0c9a1", "title": "Streaming, Memory Limited Algorithms for Community Detection", "author": "Se-Young Yun, marc lelarge, Alexandre Proutiere", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4783" }, { "id": "site_d14a103b75", "title": "Structure Regularization for Structured Prediction", "author": "Xu Sun", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4476" }, { "id": "site_346052b670", "title": "Structure learning of antiferromagnetic Ising models", "author": "Guy Bresler, David Gamarnik, Devavrat Shah", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4784" }, { "id": "site_4ac1170bd0", "title": "Submodular Attribute Selection for Action Recognition in Video", "author": "Jingjing Zheng, Zhuolin Jiang, Rama Chellappa, Jonathon P Phillips", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4785" }, { "id": "site_fe60811a2f", "title": "Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets", "author": "Adarsh Prasad, Stefanie Jegelka, Dhruv Batra", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4392" }, { "id": "site_45998359a3", "title": "Subspace Embeddings for the Polynomial Kernel", "author": "Haim Avron, Huy Nguyen, David Woodruff", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4786" }, { "id": "site_a9b9c93e09", "title": "Testing Unfaithful Gaussian Graphical Models", "author": "De Wen Soh, Sekhar C Tatikonda", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4787" }, { "id": "site_68a2f50118", "title": "The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification", "author": "Been Kim, Cynthia Rudin, Julie A Shah", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4640" }, { "id": "site_5e6342bb54", "title": "The Blinded Bandit: Learning with Adaptive Feedback", "author": "Ofer Dekel, Elad Hazan, Tomer Koren", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4788" }, { "id": "site_3ef1fc175e", "title": "The Infinite Mixture of Infinite Gaussian Mixtures", "author": "Halid Z Yerebakan, Bartek Rajwa, Murat Dundar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4789" }, { "id": "site_2bca86798c", "title": "The Large Margin Mechanism for Differentially Private Maximization", "author": "Kamalika Chaudhuri, Daniel Hsu, Shuang Song", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4790" }, { "id": "site_8384edff28", "title": "The Noisy Power Method: A Meta Algorithm with Applications", "author": "Moritz Hardt, Eric Price", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4456" }, { "id": "site_0657dd9c61", "title": "The limits of squared Euclidean distance regularization", "author": "Michal Derezinski, Manfred K. Warmuth", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4460" }, { "id": "site_ac5c14d886", "title": "Tight Bounds for Influence in Diffusion Networks and Application to Bond Percolation and Epidemiology", "author": "Remi Lemonnier, Kevin Scaman, Nicolas Vayatis", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4792" }, { "id": "site_47b31bedec", "title": "Tight Continuous Relaxation of the Balanced k-Cut Problem", "author": "Syama Sundar Rangapuram, Pramod Kaushik Mudrakarta, Matthias Hein", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4793" }, { "id": "site_57595352e9", "title": "Tight convex relaxations for sparse matrix factorization", "author": "Emile Richard, Guillaume R Obozinski, Jean-Philippe Vert", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4794" }, { "id": "site_4620c18102", "title": "Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time", "author": "Zhaoran Wang, Huanran Lu, Han Liu", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4795" }, { "id": "site_1a59167573", "title": "Time--Data Tradeoffs by Aggressive Smoothing", "author": "John J Bruer, Joel A Tropp, Volkan Cevher, Stephen Becker", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4796" }, { "id": "site_6d71dc9778", "title": "Top Rank Optimization in Linear Time", "author": "Nan Li, Rong Jin, Zhi-Hua Zhou", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4797" }, { "id": "site_e60cdfc6f9", "title": "Transportability from Multiple Environments with Limited Experiments: Completeness Results", "author": "Elias Bareinboim, Judea Pearl", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4464" }, { "id": "site_0a2776cb6e", "title": "Tree-structured Gaussian Process Approximations", "author": "Thang Bui, Richard Turner", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4466" }, { "id": "site_44e368c3c6", "title": "Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets", "author": "Jie Wang, Jieping Ye", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4468" }, { "id": "site_d0ece36ac3", "title": "Two-Stream Convolutional Networks for Action Recognition in Videos", "author": "Karen Simonyan, Andrew Zisserman", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4470" }, { "id": "site_ab3f117452", "title": "Universal Option Models", "author": "hengshuai yao, Csaba Szepesvari, Richard Sutton, Joseph Modayil, Shalabh Bhatnagar", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4798" }, { "id": "site_ec865ce0fb", "title": "Unsupervised Deep Haar Scattering on Graphs", "author": "Xu Chen, Xiuyuan Cheng, Stephane Mallat", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4799" }, { "id": "site_0af2dc7441", "title": "Unsupervised Transcription of Piano Music", "author": "Taylor Berg-Kirkpatrick, Jacob Andreas, Dan Klein", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4472" }, { "id": "site_774fdf539a", "title": "Unsupervised learning of an efficient short-term memory network", "author": "Pietro Vertechi, Wieland Brendel, Christian Machens", "status": "Spotlight", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4474" }, { "id": "site_d8eb0b1342", "title": "Using Convolutional Neural Networks to Recognize Rhythm \ufffcStimuli from Electroencephalography Recordings", "author": "Sebastian Stober, Daniel J Cameron, Jessica A Grahn", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4800" }, { "id": "site_7fef587d47", "title": "Variational Gaussian Process State-Space Models", "author": "Roger Frigola, Yutian Chen, Carl Edward Rasmussen", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4801" }, { "id": "site_3f8eb5a93a", "title": "Weakly-supervised Discovery of Visual Pattern Configurations", "author": "Hyun Oh Song, Yong Jae Lee, Stefanie Jegelka, Trevor Darrell", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4802" }, { "id": "site_793f189337", "title": "Weighted importance sampling for off-policy learning with linear function approximation", "author": "Rupam Mahmood, Hado P van Hasselt, Richard Sutton", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4803" }, { "id": "site_b50cc1b916", "title": "Zero-shot recognition with unreliable attributes", "author": "Dinesh Jayaraman, Kristen Grauman", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4804" }, { "id": "site_abe85c8770", "title": "Zeta Hull Pursuits: Learning Nonconvex Data Hulls", "author": "Yuanjun Xiong, Wei Liu, Deli Zhao, Xiaoou Tang", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4805" }, { "id": "site_b33d8a1eba", "title": "large scale canonical correlation analysis with iterative least squares", "author": "Yichao Lu, Dean P Foster", "status": "Poster", "track": "main", "site": "https://nips.cc/virtual/2014/poster/4806" } ]