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{
"title": "$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry",
"status": "Poster",
"authors": "Arnak Dalalyan, Renaud Keriven"
},
{
"title": "3D Object Recognition with Deep Belief Nets",
"status": "Spotlight",
"authors": "Vinod Nair, Geoffrey E Hinton"
},
{
"title": "A Bayesian Analysis of Dynamics in Free Recall",
"status": "Poster",
"authors": "Richard Socher, Samuel J Gershman, Adler Perotte, Per Sederberg, David Blei, Kenneth Norman"
},
{
"title": "A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation",
"status": "Poster",
"authors": "Lan Du, Lu Ren, David B Dunson, Lawrence Carin"
},
{
"title": "A Biologically Plausible Model for Rapid Natural Scene Identification",
"status": "Poster",
"authors": "Sennay Ghebreab, H.Scholte Steven, Victor Lamme, Arnold Smeulders"
},
{
"title": "A Data-Driven Approach to Modeling Choice",
"status": "Spotlight",
"authors": "Vivek Farias, Srikanth Jagabathula, Devavrat Shah"
},
{
"title": "A Fast, Consistent Kernel Two-Sample Test",
"status": "Spotlight",
"authors": "Arthur Gretton, Kenji Fukumizu, Zaid Harchaoui, Bharath Sriperumbudur"
},
{
"title": "A Game-Theoretic Approach to Hypergraph Clustering",
"status": "Poster",
"authors": "Samuel Rota Bul\u00f2, Marcello Pelillo"
},
{
"title": "A Gaussian Tree Approximation for Integer Least-Squares",
"status": "Poster",
"authors": "Jacob Goldberger, Amir Leshem"
},
{
"title": "A General Projection Property for Distribution Families",
"status": "Poster",
"authors": "Yao-Liang Yu, Yuxi Li, Dale Schuurmans, Csaba Szepesvari"
},
{
"title": "A Generalized Natural Actor-Critic Algorithm",
"status": "Poster",
"authors": "Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto, Kenji Doya"
},
{
"title": "A Neural Implementation of the Kalman Filter",
"status": "Poster",
"authors": "Robert C Wilson, Leif Finkel"
},
{
"title": "A Parameter-free Hedging Algorithm",
"status": "Poster",
"authors": "Kamalika Chaudhuri, Yoav Freund, Daniel Hsu"
},
{
"title": "A Rate Distortion Approach for Semi-Supervised Conditional Random Fields",
"status": "Poster",
"authors": "Yang Wang, Gholamreza Haffari, Shaojun Wang, Greg Mori"
},
{
"title": "A Smoothed Approximate Linear Program",
"status": "Spotlight",
"authors": "Vijay Desai, Vivek Farias, Ciamac C Moallemi"
},
{
"title": "A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds",
"status": "Poster",
"authors": "Paris Smaragdis, Madhusudana Shashanka, Bhiksha Raj"
},
{
"title": "A Stochastic approximation method for inference in probabilistic graphical models",
"status": "Poster",
"authors": "Peter Carbonetto, Matthew King, Firas Hamze"
},
{
"title": "A joint maximum-entropy model for binary neural population patterns and continuous signals",
"status": "Spotlight",
"authors": "Sebastian Gerwinn, Philipp Berens, Matthias Bethge"
},
{
"title": "A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers",
"status": "Oral",
"authors": "Sahand N Negahban, Pradeep Ravikumar, Martin J Wainwright, Bin Yu"
},
{
"title": "AUC optimization and the two-sample problem",
"status": "Poster",
"authors": "St\u00e9phan Cl\u00e9men\u00e7on, Nicolas Vayatis, Marine Depecker"
},
{
"title": "Abstraction and Relational learning",
"status": "Spotlight",
"authors": "Charles Kemp, Alan Jern"
},
{
"title": "Accelerated Gradient Methods for Stochastic Optimization and Online Learning",
"status": "Poster",
"authors": "Chonghai Hu, James Kwok, Weike Pan"
},
{
"title": "Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models",
"status": "Oral",
"authors": "Baback Moghaddam, Benjamin Marlin, Mohammad Emtiyaz Khan, Kevin Murphy"
},
{
"title": "Adapting to the Shifting Intent of Search Queries",
"status": "Poster",
"authors": "Umar Syed, Aleksandrs Slivkins, Nina Mishra"
},
{
"title": "Adaptive Design Optimization in Experiments with People",
"status": "Poster",
"authors": "Daniel Cavagnaro, Mark Pitt, Jay Myung"
},
{
"title": "Adaptive Regularization for Transductive Support Vector Machine",
"status": "Spotlight",
"authors": "Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R Lyu, Zhirong Yang"
},
{
"title": "Adaptive Regularization of Weight Vectors",
"status": "Spotlight",
"authors": "Yacov Crammer, Alex Kulesza, Mark Dredze"
},
{
"title": "An Additive Latent Feature Model for Transparent Object Recognition",
"status": "Oral",
"authors": "Mario J Fritz, Michael J Black, Gary R Bradski, Trevor Darrell"
},
{
"title": "An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism",
"status": "Poster",
"authors": "Aaron Courville, Douglas Eck, Yoshua Bengio"
},
{
"title": "An Integer Projected Fixed Point Method for Graph Matching and MAP Inference",
"status": "Poster",
"authors": "Marius Leordeanu, Martial Hebert, Rahul Sukthankar"
},
{
"title": "An LP View of the M-best MAP problem",
"status": "Oral",
"authors": "Menachem Fromer, Amir Globerson"
},
{
"title": "An Online Algorithm for Large Scale Image Similarity Learning",
"status": "Poster",
"authors": "Gal Chechik, Uri Shalit, Varun Sharma, Samy Bengio"
},
{
"title": "Analysis of SVM with Indefinite Kernels",
"status": "Spotlight",
"authors": "Yiming Ying, Colin I Campbell, Mark A Girolami"
},
{
"title": "Anomaly Detection with Score functions based on Nearest Neighbor Graphs",
"status": "Spotlight",
"authors": "Manqi Zhao, Venkatesh Saligrama"
},
{
"title": "Approximating MAP by Compensating for Structural Relaxations",
"status": "Poster",
"authors": "Arthur Choi, Adnan Darwiche"
},
{
"title": "Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing",
"status": "Spotlight",
"authors": "Sundeep Rangan, Alyson Fletcher, Vivek K Goyal"
},
{
"title": "Asymptotically Optimal Regularization in Smooth Parametric Models",
"status": "Poster",
"authors": "Percy Liang, Francis Bach, Guillaume Bouchard, Michael Jordan"
},
{
"title": "Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity",
"status": "Poster",
"authors": "Matthew B Blaschko, Jacquelyn A Shelton, Andreas Bartels"
},
{
"title": "Bayesian Belief Polarization",
"status": "Poster",
"authors": "Alan Jern, Kai-min K Chang, Charles Kemp"
},
{
"title": "Bayesian Nonparametric Models on Decomposable Graphs",
"status": "Poster",
"authors": "Francois Caron, Arnaud Doucet"
},
{
"title": "Bayesian Source Localization with the Multivariate Laplace Prior",
"status": "Poster",
"authors": "Marcel Van Gerven, Botond Cseke, Robert Oostenveld, Tom Heskes"
},
{
"title": "Bayesian Sparse Factor Models and DAGs Inference and Comparison",
"status": "Poster",
"authors": "Ricardo Henao, Ole Winther"
},
{
"title": "Bayesian estimation of orientation preference maps",
"status": "Poster",
"authors": "Jakob H Macke, Sebastian Gerwinn, Leonard White, Matthias Kaschube, Matthias Bethge"
},
{
"title": "Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships",
"status": "Poster",
"authors": "Tomasz Malisiewicz, Alexei A Efros"
},
{
"title": "Beyond Convexity: Online Submodular Minimization",
"status": "Poster",
"authors": "Elad Hazan, Satyen Kale"
},
{
"title": "Bilinear classifiers for visual recognition",
"status": "Spotlight",
"authors": "Hamed Pirsiavash, Deva Ramanan, Charless Fowlkes"
},
{
"title": "Boosting with Spatial Regularization",
"status": "Spotlight",
"authors": "Zhen James Xiang, Yongxin Xi, Uri Hasson, Peter J Ramadge"
},
{
"title": "Bootstrapping from Game Tree Search",
"status": "Oral",
"authors": "Joel Veness, David Silver, William Uther, Alan Blair"
},
{
"title": "Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition",
"status": "Poster",
"authors": "Ashish Kapoor, Eric Horvitz"
},
{
"title": "Canonical Time Warping for Alignment of Human Behavior",
"status": "Poster",
"authors": "Feng Zhou, Fernando D De la Torre"
},
{
"title": "Clustering sequence sets for motif discovery",
"status": "Poster",
"authors": "Jong Kyoung Kim, Seungjin Choi"
},
{
"title": "Code-specific policy gradient rules for spiking neurons",
"status": "Poster",
"authors": "Henning Sprekeler, Guillaume Hennequin, Wulfram Gerstner"
},
{
"title": "Complexity of Decentralized Control: Special Cases",
"status": "Poster",
"authors": "Martin Allen, Shlomo Zilberstein"
},
{
"title": "Compositionality of optimal control laws",
"status": "Poster",
"authors": "Emanuel Todorov"
},
{
"title": "Compressed Least-Squares Regression",
"status": "Poster",
"authors": "Odalric-Ambrym Maillard, Remi Munos"
},
{
"title": "Conditional Neural Fields",
"status": "Poster",
"authors": "Jian Peng, Liefeng Bo, Jinbo Xu"
},
{
"title": "Conditional Random Fields with High-Order Features for Sequence Labeling",
"status": "Poster",
"authors": "Nan Ye, Wee Sun Lee, Hai Leong Chieu, Dan Wu"
},
{
"title": "Constructing Topological Maps using Markov Random Fields and Loop-Closure Detection",
"status": "Poster",
"authors": "Roy Anati, Kostas Daniilidis"
},
{
"title": "Construction of Nonparametric Bayesian Models from Parametric Bayes Equations",
"status": "Spotlight",
"authors": "Peter Orbanz"
},
{
"title": "Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation",
"status": "Spotlight",
"authors": "Hamid R Maei, Csaba Szepesvari, Shalabh Batnaghar, Doina Precup, David Silver, Richard Sutton"
},
{
"title": "Convex Relaxation of Mixture Regression with Efficient Algorithms",
"status": "Poster",
"authors": "Novi Quadrianto, Tiberio Caetano, John Lim, Dale Schuurmans"
},
{
"title": "Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies",
"status": "Poster",
"authors": "Arno Onken, Steffen Gr\u00fcnew\u00e4lder, Klaus H Obermayer"
},
{
"title": "DUOL: A Double Updating Approach for Online Learning",
"status": "Poster",
"authors": "Peilin Zhao, Steven Chu-Hong Hoi, Rong Jin"
},
{
"title": "Data-driven calibration of linear estimators with minimal penalties",
"status": "Poster",
"authors": "Sylvain Arlot, Francis Bach"
},
{
"title": "Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process",
"status": "Spotlight",
"authors": "Chong Wang, David Blei"
},
{
"title": "Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning",
"status": "Oral",
"authors": "Anne Hsu, Tom Griffiths"
},
{
"title": "Directed Regression",
"status": "Poster",
"authors": "Yi-Hao Kao, Benjamin Van Roy, Xiang Yan"
},
{
"title": "Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora",
"status": "Poster",
"authors": "Shuang Yang, Hongyuan Zha, Bao-Gang Hu"
},
{
"title": "Discrete MDL Predicts in Total Variation",
"status": "Poster",
"authors": "Marcus Hutter"
},
{
"title": "Discriminative Network Models of Schizophrenia",
"status": "Oral",
"authors": "Guillermo Cecchi, Irina Rish, Benjamin Thyreau, Bertrand Thirion, Marion Plaze, Jean-Luc Martinot, Marie Laure Paillere-Martinot, Jean-Baptiste Poline"
},
{
"title": "Distribution Matching for Transduction",
"status": "Poster",
"authors": "Novi Quadrianto, James Petterson, Alexander Smola"
},
{
"title": "Distribution-Calibrated Hierarchical Classi\ufb01cation",
"status": "Poster",
"authors": "Ofer Dekel"
},
{
"title": "Dual Averaging Method for Regularized Stochastic Learning and Online Optimization",
"status": "Poster",
"authors": "Lin Xiao"
},
{
"title": "Efficient Bregman Range Search",
"status": "Spotlight",
"authors": "Lawrence Cayton"
},
{
"title": "Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models",
"status": "Spotlight",
"authors": "Gideon S Mann, Ryan McDonald, Mehryar Mohri, Nathan Silberman, Dan Walker"
},
{
"title": "Efficient Learning using Forward-Backward Splitting",
"status": "Oral",
"authors": "John Duchi, Yoram Singer"
},
{
"title": "Efficient Match Kernel between Sets of Features for Visual Recognition",
"status": "Spotlight",
"authors": "Liefeng Bo, Cristian Sminchisescu"
},
{
"title": "Efficient Moments-based Permutation Tests",
"status": "Poster",
"authors": "Chunxiao Zhou, Huixia Judy Wang, Yongmei Michelle Wang"
},
{
"title": "Efficient Recovery of Jointly Sparse Vectors",
"status": "Poster",
"authors": "Liang Sun, Jun Liu, Jianhui Chen, Jieping Ye"
},
{
"title": "Efficient and Accurate Lp-Norm Multiple Kernel Learning",
"status": "Poster",
"authors": "Marius Kloft, Ulf Brefeld, Soeren Sonnenburg, Pavel Laskov, Klaus-Robert M\u00fcller, Alexander Zien"
},
{
"title": "Ensemble Nystrom Method",
"status": "Poster",
"authors": "Sanjiv Kumar, Mehryar Mohri, Ameet S Talwalkar"
},
{
"title": "Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification",
"status": "Spotlight",
"authors": "Amarnag Subramanya, Jeffrey A Bilmes"
},
{
"title": "Estimating image bases for visual image reconstruction from human brain activity",
"status": "Poster",
"authors": "Yusuke Fujiwara, Yoichi Miyawaki, Yukiyasu Kamitani"
},
{
"title": "Evaluating multi-class learning strategies in a generative hierarchical framework for object detection",
"status": "Poster",
"authors": "Sanja Fidler, Marko Boben, Ales Leonardis"
},
{
"title": "Explaining human multiple object tracking as resource-constrained approximate inference in a dynamic probabilistic model",
"status": "Oral",
"authors": "Edward Vul, Michael C Frank, George Alvarez, Josh Tenenbaum"
},
{
"title": "Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis",
"status": "Poster",
"authors": "Barry W Chai, Dirk B Walther, Diane M Beck, Fei-Fei Li"
},
{
"title": "Exponential Family Graph Matching and Ranking",
"status": "Poster",
"authors": "James Petterson, Tiberio Caetano, Julian J McAuley, Jin Yu"
},
{
"title": "Extending Phase Mechanism to Differential Motion Opponency for Motion Pop-out",
"status": "Poster",
"authors": "yicong meng, Bertram E Shi"
},
{
"title": "FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs",
"status": "Poster",
"authors": "Andrew McCallum, Karl Schultz, Sameer Singh"
},
{
"title": "Factor Modeling for Advertisement Targeting",
"status": "Poster",
"authors": "Ye Chen, Michael Kapralov, Dmitry Pavlov, John Canny"
},
{
"title": "Fast Graph Laplacian Regularized Kernel Learning via Semidefinite\u2013Quadratic\u2013Linear Programming",
"status": "Spotlight",
"authors": "Xiao-Ming Wu, Anthony Man-Cho So, Zhenguo Li, Shuo-Yen Robert Li"
},
{
"title": "Fast Image Deconvolution using Hyper-Laplacian Priors",
"status": "Spotlight",
"authors": "Dilip Krishnan, Rob Fergus"
},
{
"title": "Fast Learning from Non-i.i.d. Observations",
"status": "Spotlight",
"authors": "Ingo Steinwart, Andreas Christmann"
},
{
"title": "Fast subtree kernels on graphs",
"status": "Oral",
"authors": "Nino Shervashidze, Karsten Borgwardt"
},
{
"title": "Fast, smooth and adaptive regression in metric spaces",
"status": "Poster",
"authors": "Samory Kpotufe"
},
{
"title": "Filtering Abstract Senses From Image Search Results",
"status": "Poster",
"authors": "Kate Saenko, Trevor Darrell"
},
{
"title": "Free energy score space",
"status": "Poster",
"authors": "Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic"
},
{
"title": "From PAC-Bayes Bounds to KL Regularization",
"status": "Poster",
"authors": "Pascal Germain, Alexandre Lacasse, Francois Laviolette, Mario Marchand, Sara Shanian"
},
{
"title": "Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning",
"status": "Oral",
"authors": "Robert Legenstein, Steven Chase, Andrew B Schwartz, Wolfgang Maass"
},
{
"title": "Gaussian process regression with Student-t likelihood",
"status": "Poster",
"authors": "Jarno Vanhatalo, Pasi Jyl\u00e4nki, Aki Vehtari"
},
{
"title": "Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes",
"status": "Poster",
"authors": "Kian Ming A Chai"
},
{
"title": "Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation",
"status": "Spotlight",
"authors": "Yusuke Watanabe, Kenji Fukumizu"
},
{
"title": "Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models",
"status": "Poster",
"authors": "Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han"
},
{
"title": "Group Sparse Coding",
"status": "Poster",
"authors": "Samy Bengio, Fernando Pereira, Yoram Singer, Dennis Strelow"
},
{
"title": "Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction",
"status": "Poster",
"authors": "Aurelie Lozano, Grzegorz M Swirszcz, Naoki Abe"
},
{
"title": "Heavy-Tailed Symmetric Stochastic Neighbor Embedding",
"status": "Spotlight",
"authors": "Zhirong Yang, Irwin King, Zenglin Xu, Erkki Oja"
},
{
"title": "Help or Hinder: Bayesian Models of Social Goal Inference",
"status": "Poster",
"authors": "Tomer D Ullman, Chris L Baker, Owen Macindoe, Owain Evans, Noah Goodman, Josh Tenenbaum"
},
{
"title": "Heterogeneous multitask learning with joint sparsity constraints",
"status": "Poster",
"authors": "Xiaolin Yang, Seyoung Kim, Eric Xing"
},
{
"title": "Hierarchical Learning of Dimensional Biases in Human Categorization",
"status": "Spotlight",
"authors": "Katherine Heller, Adam Sanborn, Nick Chater"
},
{
"title": "Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions",
"status": "Poster",
"authors": "Bangpeng Yao, Dirk B Walther, Diane M Beck, Fei-Fei Li"
},
{
"title": "Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions",
"status": "Poster",
"authors": "Fabian H Sinz, Eero Simoncelli, Matthias Bethge"
},
{
"title": "Human Rademacher Complexity",
"status": "Poster",
"authors": "Jerry Zhu, Timothy T Rogers, Bryan R Gibson"
},
{
"title": "Improving Existing Fault Recovery Policies",
"status": "Poster",
"authors": "Guy Shani, Christopher Meek"
},
{
"title": "Indian Buffet Processes with Power-law Behavior",
"status": "Spotlight",
"authors": "Yee Whye Teh, Dilan Gorur"
},
{
"title": "Individuation, Identification and Object Discovery",
"status": "Poster",
"authors": "Charles Kemp, Alan Jern, Fei Xu"
},
{
"title": "Information-theoretic lower bounds on the oracle complexity of convex optimization",
"status": "Spotlight",
"authors": "Alekh Agarwal, Peter Bartlett, Pradeep Ravikumar, Martin J Wainwright"
},
{
"title": "Inter-domain Gaussian Processes for Sparse Inference using Inducing Features",
"status": "Poster",
"authors": "Miguel Lazaro-Gredilla, Anibal R Figueiras-Vidal"
},
{
"title": "Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions",
"status": "Oral",
"authors": "Bharath Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Gert Lanckriet, Bernhard Sch\u00f6lkopf"
},
{
"title": "Kernel Methods for Deep Learning",
"status": "Poster",
"authors": "Youngmin Cho, Lawrence Saul"
},
{
"title": "Kernels and learning curves for Gaussian process regression on random graphs",
"status": "Spotlight",
"authors": "Peter Sollich, Matthew J Urry, Camille Coti"
},
{
"title": "Know Thy Neighbour: A Normative Theory of Synaptic Depression",
"status": "Oral",
"authors": "Jean-Pascal Pfister, Peter Dayan, Mate Lengyel"
},
{
"title": "Label Selection on Graphs",
"status": "Poster",
"authors": "Andrew Guillory, Jeffrey A Bilmes"
},
{
"title": "Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process",
"status": "Poster",
"authors": "Shakir Mohamed, David A Knowles, Zoubin Ghahramani, Finale P Doshi-Velez"
},
{
"title": "Lattice Regression",
"status": "Poster",
"authors": "Eric K Garcia, Maya R Gupta"
},
{
"title": "Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data",
"status": "Spotlight",
"authors": "Shuai Huang, Jing Li, Liang Sun, Jun Liu, Teresa Wu, Kewei Chen, Adam Fleisher, Eric Reiman, Jieping Ye"
},
{
"title": "Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering",
"status": "Poster",
"authors": "Lei Wu, Rong Jin, Steven Chu-Hong Hoi, Jianke Zhu, Nenghai Yu"
},
{
"title": "Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition",
"status": "Poster",
"authors": "Natasha Singh-Miller, Michael Collins"
},
{
"title": "Learning Non-Linear Combinations of Kernels",
"status": "Poster",
"authors": "Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh"
},
{
"title": "Learning a Small Mixture of Trees",
"status": "Poster",
"authors": "M. Pawan Kumar, Daphne Koller"
},
{
"title": "Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization",
"status": "Poster",
"authors": "Massih R Amini, Nicolas Usunier, Cyril Goutte"
},
{
"title": "Learning from Neighboring Strokes: Combining Appearance and Context for Multi-Domain Sketch Recognition",
"status": "Poster",
"authors": "Tom Ouyang, Randall Davis"
},
{
"title": "Learning in Markov Random Fields using Tempered Transitions",
"status": "Poster",
"authors": "Russ Salakhutdinov"
},
{
"title": "Learning models of object structure",
"status": "Poster",
"authors": "Joseph Schlecht, Kobus Barnard"
},
{
"title": "Learning to Explore and Exploit in POMDPs",
"status": "Poster",
"authors": "Chenghui Cai, Xuejun Liao, Lawrence Carin"
},
{
"title": "Learning to Hash with Binary Reconstructive Embeddings",
"status": "Spotlight",
"authors": "Brian Kulis, Trevor Darrell"
},
{
"title": "Learning to Rank by Optimizing NDCG Measure",
"status": "Spotlight",
"authors": "Hamed Valizadegan, Rong Jin, Ruofei Zhang, Jianchang Mao"
},
{
"title": "Learning transport operators for image manifolds",
"status": "Poster",
"authors": "Jack Culpepper, Bruno Olshausen"
},
{
"title": "Learning with Compressible Priors",
"status": "Poster",
"authors": "Volkan Cevher"
},
{
"title": "Linear-time Algorithms for Pairwise Statistical Problems",
"status": "Spotlight",
"authors": "Parikshit Ram, Dongryeol Lee, William B March, Alexander Gray"
},
{
"title": "Linearly constrained Bayesian matrix factorization for blind source separation",
"status": "Poster",
"authors": "Mikkel N Schmidt"
},
{
"title": "Local Rules for Global MAP: When Do They Work ?",
"status": "Poster",
"authors": "Kyomin Jung, Pushmeet Kohli, Devavrat Shah"
},
{
"title": "Locality-sensitive binary codes from shift-invariant kernels",
"status": "Oral",
"authors": "Maxim Raginsky, Svetlana Lazebnik"
},
{
"title": "Localizing Bugs in Program Executions with Graphical Models",
"status": "Poster",
"authors": "Laura Dietz, Valentin Dallmeier, Andreas Zeller, Tobias Scheffer"
},
{
"title": "Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness",
"status": "Spotlight",
"authors": "Garvesh Raskutti, Martin J Wainwright, Bin Yu"
},
{
"title": "Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability",
"status": "Poster",
"authors": "Keith Bush, Joelle Pineau"
},
{
"title": "Manifold Regularization for SIR with Rate Root-n Convergence",
"status": "Poster",
"authors": "Wei Bian, Dacheng Tao"
},
{
"title": "Matrix Completion from Noisy Entries",
"status": "Poster",
"authors": "Raghunandan Keshavan, Andrea Montanari, Sewoong Oh"
},
{
"title": "Matrix Completion from Power-Law Distributed Samples",
"status": "Poster",
"authors": "Raghu Meka, Prateek Jain, Inderjit Dhillon"
},
{
"title": "Maximin affinity learning of image segmentation",
"status": "Poster",
"authors": "Srinivas C Turaga, K Briggman, Moritz N Helmstaedter, Winfried Denk, H. Sebastian Seung"
},
{
"title": "Maximum likelihood trajectories for continuous-time Markov chains",
"status": "Spotlight",
"authors": "Theodore Perkins"
},
{
"title": "Measuring Invariances in Deep Networks",
"status": "Poster",
"authors": "Ian Goodfellow, Quoc V. Le, Andrew M Saxe, Andrew Y Ng"
},
{
"title": "Measuring model complexity with the prior predictive",
"status": "Poster",
"authors": "Wolf Vanpaemel"
},
{
"title": "Modeling Social Annotation Data with Content Relevance using a Topic Model",
"status": "Poster",
"authors": "Tomoharu Iwata, Takeshi Yamada, Naonori Ueda"
},
{
"title": "Modeling the spacing effect in sequential category learning",
"status": "Poster",
"authors": "HongJing Lu, Matthew Weiden, Alan Yuille"
},
{
"title": "Modelling Relational Data using Bayesian Clustered Tensor Factorization",
"status": "Poster",
"authors": "Ilya Sutskever, Russ Salakhutdinov, Josh Tenenbaum"
},
{
"title": "Monte Carlo Sampling for Regret Minimization in Extensive Games",
"status": "Poster",
"authors": "Marc Lanctot, Kevin G Waugh, Martin A Zinkevich, Michael Bowling"
},
{
"title": "Multi-Label Prediction via Compressed Sensing",
"status": "Oral",
"authors": "Daniel Hsu, Sham M Kakade, John Langford, Tong Zhang"
},
{
"title": "Multi-Label Prediction via Sparse Infinite CCA",
"status": "Poster",
"authors": "Piyush Rai, Hal Daum\u00e9 III"
},
{
"title": "Multi-Step Dyna Planning for Policy Evaluation and Control",
"status": "Poster",
"authors": "Hengshuai Yao, Richard Sutton, Shalabh Bhatnagar, Dongcui Diao, Csaba Szepesvari"
},
{
"title": "Multiple Incremental Decremental Learning of Support Vector Machines",
"status": "Poster",
"authors": "Masayuki Karasuyama, Ichiro Takeuchi"
},
{
"title": "Nash Equilibria of Static Prediction Games",
"status": "Poster",
"authors": "Michael Br\u00fcckner, Tobias Scheffer"
},
{
"title": "Neural Implementation of Hierarchical Bayesian Inference by Importance Sampling",
"status": "Spotlight",
"authors": "Lei ShiUpdateMe, Tom Griffiths"
},
{
"title": "Neurometric function analysis of population codes",
"status": "Poster",
"authors": "Philipp Berens, Sebastian Gerwinn, Alexander S Ecker, Matthias Bethge"
},
{
"title": "No evidence for active sparsification in the visual cortex",
"status": "Poster",
"authors": "Pietro Berkes, Ben White, Jozsef Fiser"
},
{
"title": "Noise Characterization, Modeling, and Reduction for In Vivo Neural Recording",
"status": "Poster",
"authors": "Zhi Yang, Qi Zhao, Edward Keefer, Wentai Liu"
},
{
"title": "Noisy Generalized Binary Search",
"status": "Poster",
"authors": "Rob Nowak"
},
{
"title": "Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations",
"status": "Oral",
"authors": "Mingyuan Zhou, Haojun Chen, John Paisley, Lu Ren, Guillermo Sapiro, Larry Carin"
},
{
"title": "Non-stationary continuous dynamic Bayesian networks",
"status": "Poster",
"authors": "Marco Grzegorczyk, Dirk Husmeier"
},
{
"title": "Nonlinear Learning using Local Coordinate Coding",
"status": "Poster",
"authors": "Kai Yu, Tong Zhang, Yihong Gong"
},
{
"title": "Nonlinear directed acyclic structure learning with weakly additive noise models",
"status": "Poster",
"authors": "Robert E Tillman, Arthur Gretton, Peter Spirtes"
},
{
"title": "Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution",
"status": "Poster",
"authors": "Cosmin A Bejan, Matthew Titsworth, Andrew F Hickl, Sanda Harabagiu"
},
{
"title": "Nonparametric Bayesian Texture Learning and Synthesis",
"status": "Poster",
"authors": "Leo Zhu, Yuanhao Chen, Bill Freeman, Antonio Torralba"
},
{
"title": "Nonparametric Greedy Algorithms for the Sparse Learning Problem",
"status": "Poster",
"authors": "Han Liu, Xi Chen"
},
{
"title": "Nonparametric Latent Feature Models for Link Prediction",
"status": "Spotlight",
"authors": "Kurt T Miller, Tom Griffiths, Michael Jordan"
},
{
"title": "Occlusive Components Analysis",
"status": "Poster",
"authors": "J\u00f6rg L\u00fccke, Richard Turner, Maneesh Sahani, Marc Henniges"
},
{
"title": "On Invariance in Hierarchical Models",
"status": "Poster",
"authors": "Jake Bouvrie, Lorenzo Rosasco, Tomaso Poggio"
},
{
"title": "On Learning Rotations",
"status": "Spotlight",
"authors": "Raman Arora"
},
{
"title": "On Stochastic and Worst-case Models for Investing",
"status": "Oral",
"authors": "Elad Hazan, Satyen Kale"
},
{
"title": "On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation",
"status": "Poster",
"authors": "Saketha Nath Jagarlapudi, dinesh govindaraj, Raman S, Chiranjib Bhattacharyya, Aharon Ben-Tal, K. R. Ramakrishnan"
},
{
"title": "On the Convergence of the Concave-Convex Procedure",
"status": "Poster",
"authors": "Bharath Sriperumbudur, Gert Lanckriet"
},
{
"title": "Online Learning of Assignments",
"status": "Spotlight",
"authors": "Matthew Streeter, Daniel Golovin, Andreas Krause"
},
{
"title": "Optimal Scoring for Unsupervised Learning",
"status": "Poster",
"authors": "Zhihua Zhang, guang dai"
},
{
"title": "Optimal context separation of spiking haptic signals by second-order somatosensory neurons",
"status": "Poster",
"authors": "Romain Brasselet, Roland Johansson, Angelo Arleo"
},
{
"title": "Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification",
"status": "Oral",
"authors": "Wenming Zheng, Zhouchen Lin"
},
{
"title": "Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis",
"status": "Spotlight",
"authors": "Alyson Fletcher, Sundeep Rangan"
},
{
"title": "Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units",
"status": "Poster",
"authors": "Feng Yan, Ningyi XU, Yuan Qi"
},
{
"title": "Particle-based Variational Inference for Continuous Systems",
"status": "Poster",
"authors": "Alexander Ihler, Andrew Frank, Padhraic Smyth"
},
{
"title": "Perceptual Multistability as Markov Chain Monte Carlo Inference",
"status": "Spotlight",
"authors": "Samuel J Gershman, Edward Vul, Josh Tenenbaum"
},
{
"title": "Periodic Step Size Adaptation for Single Pass On-line Learning",
"status": "Poster",
"authors": "Chun-Nan Hsu, Yu-Ming Chang, Hanshen Huang, Yuh-Jye Lee"
},
{
"title": "Polynomial Semantic Indexing",
"status": "Poster",
"authors": "Bing Bai, Jason E Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri"
},
{
"title": "Positive Semidefinite Metric Learning with Boosting",
"status": "Poster",
"authors": "Chunhua Shen, Junae Kim, Lei Wang, Anton van den Hengel"
},
{
"title": "Posterior vs Parameter Sparsity in Latent Variable Models",
"status": "Spotlight",
"authors": "Joao V Graca, Kuzman Ganchev, Ben Taskar, Fernando Pereira"
},
{
"title": "Potential-Based Agnostic Boosting",
"status": "Poster",
"authors": "Adam Kalai, Varun Kanade"
},
{
"title": "Predicting the Optimal Spacing of Study: A Multiscale Context Model of Memory",
"status": "Spotlight",
"authors": "Michael Mozer, Harold Pashler, Nicholas Cepeda, Robert Lindsey, Edward Vul"
},
{
"title": "Probabilistic Relational PCA",
"status": "Spotlight",
"authors": "Wu-Jun Li, Dit-Yan Yeung, Zhihua Zhang"
},
{
"title": "Quantification and the language of thought",
"status": "Spotlight",
"authors": "Charles Kemp"
},
{
"title": "Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs",
"status": "Spotlight",
"authors": "Alexandre Bouchard-C\u00f4t\u00e9, Slav Petrov, Dan Klein"
},
{
"title": "Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions",
"status": "Poster",
"authors": "Parikshit Ram, Dongryeol Lee, Hua Ouyang, Alexander Gray"
},
{
"title": "Ranking Measures and Loss Functions in Learning to Rank",
"status": "Poster",
"authors": "Wei Chen, Tie-Yan Liu, Yanyan Lan, Zhi-Ming Ma, Hang Li"
},
{
"title": "Reading Tea Leaves: How Humans Interpret Topic Models",
"status": "Oral",
"authors": "Jonathan Chang, Jordan Boyd-Graber, Sean Gerrish, Chong Wang, David Blei"
},
{
"title": "Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME)",
"status": "Poster",
"authors": "Tao Hu, Anthony Leonardo, Dmitri B Chklovskii"
},
{
"title": "Region-based Segmentation and Object Detection",
"status": "Spotlight",
"authors": "Stephen Gould, Tianshi Gao, Daphne Koller"
},
{
"title": "Regularized Distance Metric Learning:Theory and Algorithm",
"status": "Poster",
"authors": "Rong Jin, Shijun Wang, Yang Zhou"
},
{
"title": "Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks",
"status": "Spotlight",
"authors": "Stefan Klampfl, Wolfgang Maass"
},
{
"title": "Replicated Softmax: an Undirected Topic Model",
"status": "Poster",
"authors": "Russ Salakhutdinov, Geoffrey E Hinton"
},
{
"title": "Rethinking LDA: Why Priors Matter",
"status": "Spotlight",
"authors": "Hanna Wallach, David Mimno, Andrew McCallum"
},
{
"title": "Riffled Independence for Ranked Data",
"status": "Spotlight",
"authors": "Jonathan Huang, Carlos Guestrin"
},
{
"title": "Robust Nonparametric Regression with Metric-Space Valued Output",
"status": "Poster",
"authors": "Matthias Hein"
},
{
"title": "Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization",
"status": "Poster",
"authors": "John Wright, Arvind G Balasubramanian, Shankar Rao, Yigang Peng, Yi Ma"
},
{
"title": "Robust Value Function Approximation Using Bilinear Programming",
"status": "Spotlight",
"authors": "Marek Petrik, Shlomo Zilberstein"
},
{
"title": "STDP enables spiking neurons to detect hidden causes of their inputs",
"status": "Spotlight",
"authors": "Bernhard Nessler, Michael Pfeiffer, Wolfgang Maass"
},
{
"title": "Segmenting Scenes by Matching Image Composites",
"status": "Poster",
"authors": "Bryan C Russell, Alexei A Efros, Josef Sivic, Bill Freeman, Andrew Zisserman"
},
{
"title": "Semi-Supervised Learning in Gigantic Image Collections",
"status": "Oral",
"authors": "Rob Fergus, Yair Weiss, Antonio Torralba"
},
{
"title": "Semi-supervised Learning using Sparse Eigenfunction Bases",
"status": "Poster",
"authors": "Kaushik Sinha, Mikhail Belkin"
},
{
"title": "Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction",
"status": "Poster",
"authors": "Kwang In Kim, Florian Steinke, Matthias Hein"
},
{
"title": "Sensitivity analysis in HMMs with application to likelihood maximization",
"status": "Poster",
"authors": "Pierre-Arnaud Coquelin, Romain Deguest, Remi Munos"
},
{
"title": "Sequential effects reflect parallel learning of multiple environmental regularities",
"status": "Poster",
"authors": "Matthew Wilder, Matt Jones, Michael Mozer"
},
{
"title": "Sharing Features among Dynamical Systems with Beta Processes",
"status": "Oral",
"authors": "Emily Fox, Erik Sudderth, Michael Jordan, Alan S Willsky"
},
{
"title": "Skill Discovery in Continuous Reinforcement Learning Domains using Skill Chaining",
"status": "Spotlight",
"authors": "George Konidaris, Andrew G Barto"
},
{
"title": "Slow Learners are Fast",
"status": "Poster",
"authors": "Martin A Zinkevich, Alexander Smola, John Langford"
},
{
"title": "Slow, Decorrelated Features for Pretraining Complex Cell-like Networks",
"status": "Poster",
"authors": "James Bergstra, Yoshua Bengio"
},
{
"title": "Solving Stochastic Games",
"status": "Poster",
"authors": "Liam MacDermed, Charles Isbell"
},
{
"title": "Sparse Estimation Using General Likelihoods and Non-Factorial Priors",
"status": "Poster",
"authors": "David P Wipf, Sri Nagarajan"
},
{
"title": "Sparse Metric Learning via Smooth Optimization",
"status": "Poster",
"authors": "Yiming Ying, Kaizhu Huang, Colin I Campbell"
},
{
"title": "Sparse and Locally Constant Gaussian Graphical Models",
"status": "Poster",
"authors": "Jean Honorio, Luis E Ortiz, Dimitris Samaras, Nikos Paragios, Rita Goldstein"
},
{
"title": "Sparsistent Learning of Varying-coefficient Models with Structural Changes",
"status": "Spotlight",
"authors": "Mladen Kolar, Le Song, Eric Xing"
},
{
"title": "Spatial Normalized Gamma Processes",
"status": "Spotlight",
"authors": "Vinayak Rao, Yee Whye Teh"
},
{
"title": "Speaker Comparison with Inner Product Discriminant Functions",
"status": "Poster",
"authors": "William Campbell, Zahi N Karam, Douglas E Sturim"
},
{
"title": "Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing",
"status": "Poster",
"authors": "Matthias Seeger"
},
{
"title": "Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data",
"status": "Spotlight",
"authors": "Boaz Nadler, Nati Srebro, Xueyuan Zhou"
},
{
"title": "Statistical Consistency of Top-k Ranking",
"status": "Poster",
"authors": "fen xia, Tie-Yan Liu, Hang Li"
},
{
"title": "Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing",
"status": "Spotlight",
"authors": "Ruben Coen-Cagli, Peter Dayan, Odelia Schwartz"
},
{
"title": "Strategy Grafting in Extensive Games",
"status": "Poster",
"authors": "Kevin G Waugh, Nolan Bard, Michael Bowling"
},
{
"title": "Streaming Pointwise Mutual Information",
"status": "Poster",
"authors": "Benjamin Van Durme, Ashwin Lall"
},
{
"title": "Streaming k-means approximation",
"status": "Poster",
"authors": "Nir Ailon, Ragesh Jaiswal, Claire Monteleoni"
},
{
"title": "Structural inference affects depth perception in the context of potential occlusion",
"status": "Spotlight",
"authors": "Ian H Stevenson, Konrad Koerding"
},
{
"title": "Structured output regression for detection with partial truncation",
"status": "Poster",
"authors": "Andrea Vedaldi, Andrew Zisserman"
},
{
"title": "Subject independent EEG-based BCI decoding",
"status": "Spotlight",
"authors": "Siamac Fazli, Cristian Grozea, M\u00e1rton Dan\u00f3czy, Benjamin Blankertz, Florin Popescu, Klaus-Robert M\u00fcller"
},
{
"title": "Submanifold density estimation",
"status": "Poster",
"authors": "Arkadas Ozakin, Alexander Gray"
},
{
"title": "Submodularity Cuts and Applications",
"status": "Spotlight",
"authors": "Yoshinobu Kawahara, Kiyohito Nagano, Koji Tsuda, Jeffrey A Bilmes"
},
{
"title": "Sufficient Conditions for Agnostic Active Learnable",
"status": "Poster",
"authors": "Liwei Wang"
},
{
"title": "The \"tree-dependent components\" of natural scenes are edge filters",
"status": "Poster",
"authors": "Daniel Zoran, Yair Weiss"
},
{
"title": "The Infinite Partially Observable Markov Decision Process",
"status": "Poster",
"authors": "Finale P Doshi-Velez"
},
{
"title": "The Ordered Residual Kernel for Robust Motion Subspace Clustering",
"status": "Poster",
"authors": "Tat-Jun Chin, Hanzi Wang, David Suter"
},
{
"title": "The Wisdom of Crowds in the Recollection of Order Information",
"status": "Poster",
"authors": "Mark Steyvers, Michael D Lee, Brent Miller, Pernille Hemmer"
},
{
"title": "Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation",
"status": "Poster",
"authors": "Shuheng Zhou"
},
{
"title": "Time-Varying Dynamic Bayesian Networks",
"status": "Spotlight",
"authors": "Le Song, Mladen Kolar, Eric Xing"
},
{
"title": "Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models",
"status": "Oral",
"authors": "Jonathan W Pillow"
},
{
"title": "Toward Provably Correct Feature Selection in Arbitrary Domains",
"status": "Poster",
"authors": "Dimitris Margaritis"
},
{
"title": "Tracking Dynamic Sources of Malicious Activity at Internet Scale",
"status": "Spotlight",
"authors": "Shobha Venkataraman, Avrim Blum, Dawn Song, Subhabrata Sen, Oliver Spatscheck"
},
{
"title": "Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference",
"status": "Spotlight",
"authors": "Michael Wick, Khashayar Rohanimanesh, Sameer Singh, Andrew McCallum"
},
{
"title": "Unsupervised Detection of Regions of Interest Using Iterative Link Analysis",
"status": "Poster",
"authors": "Gunhee Kim, Antonio Torralba"
},
{
"title": "Unsupervised Feature Selection for the $k$-means Clustering Problem",
"status": "Poster",
"authors": "Christos Boutsidis, Michael W Mahoney, Petros Drineas"
},
{
"title": "Unsupervised feature learning for audio classification using convolutional deep belief networks",
"status": "Poster",
"authors": "Honglak Lee, Peter Pham, Yan Largman, Andrew Y Ng"
},
{
"title": "Variational Gaussian-process factor analysis for modeling spatio-temporal data",
"status": "Spotlight",
"authors": "Jaakko Luttinen, Alexander Ilin"
},
{
"title": "Variational Inference for the Nested Chinese Restaurant Process",
"status": "Poster",
"authors": "Chong Wang, David Blei"
},
{
"title": "Which graphical models are difficult to learn?",
"status": "Poster",
"authors": "Andrea Montanari, Jos\u00e9 Bento"
},
{
"title": "White Functionals for Anomaly Detection in Dynamical Systems",
"status": "Poster",
"authors": "Marco Cuturi, Jean-Philippe Vert, Alexandre d'Aspremont"
},
{
"title": "Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise",
"status": "Poster",
"authors": "Jacob Whitehill, Paul L Ruvolo, Ting-fan Wu, Jacob Bergsma, javier r movellan"
},
{
"title": "Who\u2019s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation",
"status": "Poster",
"authors": "Jie Luo, Barbara Caputo, Vittorio Ferrari"
},
{
"title": "Zero-shot Learning with Semantic Output Codes",
"status": "Poster",
"authors": "Mark M Palatucci, Dean Pomerleau, Geoffrey E Hinton, Tom Mitchell"
},
{
"title": "fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity",
"status": "Poster",
"authors": "Bryan Conroy, Ben Singer, James Haxby, Peter J Ramadge"
}
] |