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1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 |
[
{
"title": "(Not) Sparse Coding",
"status": "Poster",
"authors": "Drew Bagnell, David M Bradley"
},
{
"title": "A \"Shape Aware\" Model for semi-supervised Learning of Objects and its Context",
"status": "Poster",
"authors": "Abhinav Gupta, Jianbo Shi, Larry Davis"
},
{
"title": "A \"Shape Aware'' Model for semi-supervised Learning of Objects and its Context",
"status": "Spotlight",
"authors": "Abhinav Gupta, Jianbo Shi, Larry Davis"
},
{
"title": "A Bayesian Approach for Extracting State Transition Dynamics from Multiple Spike Trains",
"status": "Poster",
"authors": "Kentaro Katahira, Jun Nishikawa, Kazuo Okanoya, Masato Okada"
},
{
"title": "A Convergent O(n) Temporal-difference Algorithm for Off-policy Learning with Linear Function Approxi",
"status": "Poster",
"authors": "Richard Sutton, Csaba Szepesvari, Hamid R Maei"
},
{
"title": "A Convex Upper Bound on the Log-Partition Function",
"status": "Poster",
"authors": "Laurent El Ghaoui, Assane Gueye"
},
{
"title": "A Hierarchical Image Model for Polynomial-Time 2D Parsing",
"status": "Spotlight",
"authors": "Long Zhu, Yuanhao Chen, Yuan Lin, Alan Yuille"
},
{
"title": "A Massively Parallel Digital Learning Processor",
"status": "Spotlight",
"authors": "Hans Peter Graf, Hari Cadambi, Igor Durdanovic, Venkata Jakkula, Murugan Sankaradass, Eric Cosatto, Srimat Chakradhar"
},
{
"title": "A Scalable Hierarchical Distributed Language Model",
"status": "Poster",
"authors": "Andriy Mnih, Geoffrey E Hinton"
},
{
"title": "A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning",
"status": "Spotlight",
"authors": "Massih R Amini, Nicolas Usunier, Francois Laviolette"
},
{
"title": "A computational model of hippocampal function in trace conditioning",
"status": "Poster",
"authors": "Elliot A Ludvig, Richard Sutton, Eric Verbeek, James Kehoe"
},
{
"title": "A general framework for investigating how far the decoding process in the brain can be simplified",
"status": "Spotlight",
"authors": "Masafumi Oizumi, Toshiyuki Ishii, Kazuya Ishibashi, Toshihiko Hosoya, Masato Okada"
},
{
"title": "A mixture model for the evolution of gene expression in non-homogeneous datasets",
"status": "Poster",
"authors": "Gerald Quon, Yee Whye Teh, Esther Chan, Michael Brudno, Tim Hughes, Quaid Morris"
},
{
"title": "A rational model of preference learning and choice prediction by children",
"status": "Spotlight",
"authors": "Chris Lucas, Tom Griffiths, Fei Xu, Christine Fawcett"
},
{
"title": "A spatially varying two-sample recombinant coalescent, with applications to HIV escape response",
"status": "Poster",
"authors": "Alexander Braunstein, Zhi Wei, Shane T Jensen, Jon McAuliffe"
},
{
"title": "Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes",
"status": "Poster",
"authors": "Ben Calderhead, Mark A Girolami, Neil D Lawrence"
},
{
"title": "Adapting to a Market Shock: Optimal Sequential Market-Making",
"status": "Poster",
"authors": "Sanmay Das, Malik Magdon-Ismail"
},
{
"title": "Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models",
"status": "Oral",
"authors": "Tong Zhang"
},
{
"title": "Adaptive Martingale Boosting",
"status": "Spotlight",
"authors": "Phil Long, Rocco A Servedio"
},
{
"title": "Adaptive Template Matching with Shift-Invariant Semi-NMF",
"status": "Poster",
"authors": "Jonathan Le Roux, Alain de Cheveign\u00e9, Lucas C Parra"
},
{
"title": "Algorithms for Infinitely Many-Armed Bandits",
"status": "Spotlight",
"authors": "Yizao Wang, Jean-Yves Audibert, Remi Munos"
},
{
"title": "An Algorithm for Microchip Spike Sorting",
"status": "Spotlight",
"authors": "Zhi Yang, Wentai Liu"
},
{
"title": "An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering",
"status": "Poster",
"authors": "Dilan Gorur, Yee Whye Teh"
},
{
"title": "An Extended Level Method for Efficient Multiple Kernel Learning",
"status": "Poster",
"authors": "Zenglin Xu, Rong Jin, Irwin King, Michael R Lyu"
},
{
"title": "An Homotopy Algorithm for the Lasso with Online Observations",
"status": "Poster",
"authors": "Pierre Garrigues, Laurent El Ghaoui"
},
{
"title": "An Online Algorithm for Maximizing Submodular Functions",
"status": "Spotlight",
"authors": "Matthew Streeter, Daniel Golovin"
},
{
"title": "An empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis",
"status": "Poster",
"authors": "Gabriele B Schweikert, Christian Widmer, Bernhard Sch\u00f6lkopf, Gunnar R\u00e4tsch"
},
{
"title": "An ideal observer model of infant object perception",
"status": "Poster",
"authors": "Charles Kemp, Fei Xu"
},
{
"title": "An improved estimator of Variance Explained in the presence of noise",
"status": "Spotlight",
"authors": "Ralf Haefner, Bruce Cumming"
},
{
"title": "An interior-point stochastic approximation method and an L1-regularized delta rule",
"status": "Oral",
"authors": "Peter Carbonetto, Mark Schmidt, Nando de Freitas"
},
{
"title": "Analyzing human feature learning as nonparametric Bayesian inference",
"status": "Spotlight",
"authors": "Joseph L Austerweil, Tom Griffiths"
},
{
"title": "Analyzing the Monotonic Feature Abstraction for Text Classification",
"status": "Spotlight",
"authors": "Doug Downey, Oren Etzioni"
},
{
"title": "Artificial Olfactory Brain for Mixture Identification",
"status": "Spotlight",
"authors": "Mehmet K Muezzinoglu, Alexander Vergara, Ramon Huerta, Thomas Nowotny, Nikolai Rulkov, Henry Abarbanel, Allen Selverston, Mikhail Rabinovich"
},
{
"title": "Asynchronous Distributed Learning of Topic Models",
"status": "Poster",
"authors": "Arthur Asuncion, Padhraic Smyth, Max Welling"
},
{
"title": "Automatic online tuning for fast Gaussian summation",
"status": "Poster",
"authors": "Vlad I Morariu, Balaji Vasan Srinivasan, Vikas C Raykar, Ramani Duraiswami, Larry Davis"
},
{
"title": "Bayesian Experimental Design of Magnetic Resonance Imaging Sequences",
"status": "Spotlight",
"authors": "Matthias Seeger, Hannes Nickisch, Rolf Pohmann, Bernhard Sch\u00f6lkopf"
},
{
"title": "Bayesian Exponential Family PCA",
"status": "Spotlight",
"authors": "Shakir Mohamed, Katherine Heller, Zoubin Ghahramani"
},
{
"title": "Bayesian Kernel Shaping for Learning Control",
"status": "Poster",
"authors": "Jo-Anne Ting, Mrinal Kalakrishnan, Sethu Vijayakumar, Stefan Schaal"
},
{
"title": "Bayesian Model of Behaviour in Economic Games",
"status": "Poster",
"authors": "Debajyoti Ray, Brooks King-Casas, P. Read Montague, Peter Dayan"
},
{
"title": "Bayesian Network Score Approximation using a Metagraph Kernel",
"status": "Spotlight",
"authors": "Benjamin Yackley, Eduardo Corona, Terran Lane"
},
{
"title": "Bayesian Synchronous Grammar Induction",
"status": "Poster",
"authors": "Phil Blunsom, Trevor Cohn, Miles Osborne"
},
{
"title": "Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree",
"status": "Oral",
"authors": "Daphna Weinshall, Hynek Hermansky, Alon Zweig, Jie Luo, Holly B Jimison, Frank W Ohl, Misha Pavel"
},
{
"title": "Biasing Approximate Dynamic Programming with a Lower Discount Factor",
"status": "Poster",
"authors": "Marek Petrik, Bruno Scherrer"
},
{
"title": "Bio-inspired Real Time Sensory Map Realignment in a Robotic Barn Owl",
"status": "Poster",
"authors": "Juan Huo, Zhijun Yang, Alan F Murray"
},
{
"title": "Bounding Performance Loss in Approximate MDP Homomorphisms",
"status": "Poster",
"authors": "Doina Precup, Jonathan Taylor Taylor, Prakash Panangaden"
},
{
"title": "Bounds on marginal probability distributions",
"status": "Spotlight",
"authors": "Joris M Mooij, Hilbert J Kappen"
},
{
"title": "Breaking Audio CAPTCHAs with Machine Learning Techniques",
"status": "Spotlight",
"authors": "Jennifer Tam, Jiri Simsa, Sean Hyde, Luis von Ahn"
},
{
"title": "Cascaded Classification Models: Combining Models for Holistic Scene Understanding",
"status": "Oral",
"authors": "Geremy Heitz, Stephen Gould, Ashutosh Saxena, Daphne Koller"
},
{
"title": "Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons",
"status": "Poster",
"authors": "Adam Ponzi, Jeff Wickens"
},
{
"title": "Characteristic Kernels on Groups and Semigroups",
"status": "Oral",
"authors": "Kenji Fukumizu, Bharath Sriperumbudur, Arthur Gretton, Bernhard Sch\u00f6lkopf"
},
{
"title": "Characterizing neural dependencies with Poisson copula models",
"status": "Spotlight",
"authors": "Pietro Berkes, Frank Wood, Jonathan W Pillow"
},
{
"title": "Clustered Multi-Task Learning: A Convex Formulation",
"status": "Spotlight",
"authors": "Laurent Jacob, Francis Bach, Jean-Philippe Vert"
},
{
"title": "Clustering via LP-based Stabilities",
"status": "Poster",
"authors": "Nikos Komodakis, Nikos Paragios, Georgios Tziritas"
},
{
"title": "Clusters and Coarse Partitions in LP Relaxations",
"status": "Spotlight",
"authors": "David Sontag, Amir Globerson, Tommi Jaakkola"
},
{
"title": "Comparing model predictions of response bias and variance in cue combination",
"status": "Poster",
"authors": "Rama Natarajan, Iain Murray, Ladan Shams, Richard Zemel"
},
{
"title": "Competing RBM density models for classification of fMRI images",
"status": "Poster",
"authors": "Tanya Schmah, Geoffrey E Hinton, Richard Zemel"
},
{
"title": "Continuously-adaptive discretization for message-passing algorithms",
"status": "Poster",
"authors": "Michael Isard, John MacCormick, Kannan Achan"
},
{
"title": "Convergence and Rate of Convergence of A Manifold-Based Dimension Reduction",
"status": "Poster",
"authors": "Andrew Smith, Xiaoming Huo, Hongyuan Zha"
},
{
"title": "Correlated Bigram LSA for Unsupervised Language Model Adaptation",
"status": "Poster",
"authors": "Yik-Cheung Tam, Tanja Schultz"
},
{
"title": "Counting Solution Clusters Using Belief Propagation",
"status": "Poster",
"authors": "Lukas Kroc, Ashish Sabharwal, Bart Selman"
},
{
"title": "Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform",
"status": "Poster",
"authors": "Guangzhi Cao, Charles A Bouman"
},
{
"title": "Cyclizing Clusters via Zeta Function of a Graph",
"status": "Poster",
"authors": "Deli Zhao, Xiaoou Tang"
},
{
"title": "Deep Learning with Kernel Regularization for Visual Recognition",
"status": "Spotlight",
"authors": "Kai Yu, Wei Xu, Yihong Gong"
},
{
"title": "Deflation Methods for Sparse PCA",
"status": "Spotlight",
"authors": "Lester W Mackey"
},
{
"title": "Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1",
"status": "Poster",
"authors": "Klaus Wimmer, Marcel Stimberg, Robert Martin, Lars Schwabe, Jorge Mari\u00f1o, James Schummers, David C. Lyon, Mriganka Sur, Klaus H Obermayer"
},
{
"title": "Dependent Dirichlet Process Spike Sorting",
"status": "Poster",
"authors": "Jan Gasthaus, Frank Wood, Dilan Gorur, Yee Whye Teh"
},
{
"title": "Depression: an RL formulation and a behavioural test",
"status": "Poster",
"authors": "Quentin J Huys, Joshua T Vogelstein, Peter Dayan"
},
{
"title": "Designing neurophysiology experiments to optimally constrain receptive field models along parametric",
"status": "Poster",
"authors": "Jeremy Lewi, Robert Butera, Liam M Paninski"
},
{
"title": "Diffeomorphic Dimensionality Reduction",
"status": "Poster",
"authors": "Christian Walder, Bernhard Sch\u00f6lkopf"
},
{
"title": "Dimensionality Reduction for Data in Multiple Feature Representations",
"status": "Poster",
"authors": "Yen-Yu Lin, Tyng-Luh Liu, Chiou-Shann Fuh"
},
{
"title": "DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification",
"status": "Poster",
"authors": "Simon Lacoste-Julien, Fei Sha, Michael Jordan"
},
{
"title": "Domain Adaptation with Multiple Sources",
"status": "Spotlight",
"authors": "Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh"
},
{
"title": "Dynamic Visual Attention: Searching for coding length increments",
"status": "Spotlight",
"authors": "Xiaodi Hou, Liqing Zhang"
},
{
"title": "Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance",
"status": "Spotlight",
"authors": "Jeremy Hill, Jason Farquhar, Suzanne Martens, Felix Bie\u00dfmann, Bernhard Sch\u00f6lkopf"
},
{
"title": "Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection",
"status": "Poster",
"authors": "Takafumi Kanamori, Shohei Hido, Masashi Sugiyama"
},
{
"title": "Efficient Exact Inference in Planar Ising Models",
"status": "Poster",
"authors": "Nicol Schraudolph, Dmitry Kamenetsky"
},
{
"title": "Efficient Inference in Phylogenetic InDel Trees",
"status": "Spotlight",
"authors": "Alexandre Bouchard-C\u00f4t\u00e9, Michael Jordan, Dan Klein"
},
{
"title": "Efficient Sampling for Gaussian Process Inference using Control Variables",
"status": "Spotlight",
"authors": "Michalis Titsias, Neil D Lawrence, Magnus Rattray"
},
{
"title": "Empirical performance maximization for linear rank statistics",
"status": "Poster",
"authors": "Stephan Cl\u00e9men\u00e7on, Nicolas Vayatis"
},
{
"title": "Estimating Robust Query Models with Convex Optimization",
"status": "Poster",
"authors": "Kevyn Collins-Thompson"
},
{
"title": "Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG",
"status": "Spotlight",
"authors": "David P Wipf, Julia Owen, Hagai Attias, Kensuke Sekihara, Sri Nagarajan"
},
{
"title": "Estimating vector fields using sparse basis field expansions",
"status": "Poster",
"authors": "Stefan Haufe, Vadim Nikulin, Andreas Ziehe, Klaus-Robert M\u00fcller, Guido Nolte"
},
{
"title": "Estimation of Information Theoretic Measures for Continuous Random Variables",
"status": "Poster",
"authors": "Fernando Perez-Cruz"
},
{
"title": "Evaluating probabilities under high-dimensional latent variable models",
"status": "Spotlight",
"authors": "Iain Murray, Russ Salakhutdinov"
},
{
"title": "Exact Convex Confidence-Weighted Learning",
"status": "Spotlight",
"authors": "Yacov Crammer, Mark Dredze, Fernando Pereira"
},
{
"title": "Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning",
"status": "Poster",
"authors": "Francis Bach"
},
{
"title": "Extended Grassmann Kernels for Subspace-Based Learning",
"status": "Poster",
"authors": "Jihun Hamm, Daniel Lee"
},
{
"title": "Fast Computation of Posterior Mode in Multi-Level Hierarchical Models",
"status": "Spotlight",
"authors": "Deepak Agarwal, Liang Zhang"
},
{
"title": "Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method",
"status": "Poster",
"authors": "Dongryeol Lee, Alexander Gray"
},
{
"title": "Fast Prediction on a Tree",
"status": "Oral",
"authors": "Mark Herbster, Massimiliano Pontil, Sergio Rojas Galeano"
},
{
"title": "Fast Rates for Regularized Objectives",
"status": "Poster",
"authors": "Karthik Sridharan, Shai Shalev-Shwartz, Nati Srebro"
},
{
"title": "Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets",
"status": "Poster",
"authors": "Jean-Philippe Pellet, Andre Elisseeff"
},
{
"title": "Fitted Q-iteration by Advantage Weighted Regression",
"status": "Spotlight",
"authors": "Gerhard Neumann, Jan Peters"
},
{
"title": "From Online to Batch Learning with Cutoff-Averaging",
"status": "Poster",
"authors": "Ofer Dekel"
},
{
"title": "Gates",
"status": "Spotlight",
"authors": "Tom Minka, John Winn"
},
{
"title": "Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity",
"status": "Poster",
"authors": "Byron M Yu, John P Cunningham, Gopal Santhanam, Stephen I Ryu, Krishna V Shenoy, Maneesh Sahani"
},
{
"title": "Generative and Discriminative Learning with Unknown Labeling Bias",
"status": "Poster",
"authors": "Miroslav Dudik, Steven Phillips"
},
{
"title": "Global Ranking Using Continuous Conditional Random Fields",
"status": "Oral",
"authors": "Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, De-Sheng Wang, Hang Li"
},
{
"title": "Goal-directed decision making in prefrontal cortex: a computational framework",
"status": "Poster",
"authors": "Matthew Botvinick, James An"
},
{
"title": "Grouping Contours Via a Related Image",
"status": "Poster",
"authors": "Praveen Srinivasan, Liming Wang, Jianbo Shi"
},
{
"title": "Hebbian Learning of Bayes Optimal Decisions",
"status": "Poster",
"authors": "Bernhard Nessler, Michael Pfeiffer, Wolfgang Maass"
},
{
"title": "Hierarchical Conditional Random Fields for Recursive Sequential Data",
"status": "Poster",
"authors": "The Truyen Tran, Dinh Q Phung, Hung H Bui, Svetha Venkatesh"
},
{
"title": "Hierarchical Fisher Kernels for Longitudinal Data",
"status": "Poster",
"authors": "Zhengdong Lu, Todd K Leen, Jeffrey Kaye"
},
{
"title": "High-dimensional union support recovery in multivariate regression",
"status": "Spotlight",
"authors": "Guillaume R Obozinski, Martin J Wainwright, Michael Jordan"
},
{
"title": "How memory biases affect information transmission: A rational analysis of serial reproduction",
"status": "Spotlight",
"authors": "Jing Xu, Tom Griffiths"
},
{
"title": "Human Active Learning",
"status": "Poster",
"authors": "Jerry Zhu, Rui M Castro, Timothy T Rogers, Rob Nowak, Ruichen Qian, Chuck Kalish"
},
{
"title": "ICA based on a Smooth Estimation of the Differential Entropy",
"status": "Spotlight",
"authors": "Lev Faivishevsky, Jacob Goldberger"
},
{
"title": "Implicit Mixtures of Restricted Boltzmann Machines",
"status": "Poster",
"authors": "Vinod Nair, Geoffrey E Hinton"
},
{
"title": "Improved Moves for Truncated Convex Models",
"status": "Spotlight",
"authors": "Pawan K Mudigonda, Philip Torr"
},
{
"title": "Improving on Expectation Propagation",
"status": "Spotlight",
"authors": "Manfred Opper, Ulrich Paquet, Ole Winther"
},
{
"title": "Inferring rankings under constrained sensing",
"status": "Oral",
"authors": "Srikanth Jagabathula, Devavrat Shah"
},
{
"title": "Influence of graph construction on graph-based clustering measures",
"status": "Oral",
"authors": "Markus M Maier, Ulrike von Luxburg, Matthias Hein"
},
{
"title": "Integrating Locally Learned Causal Structures with Overlapping Variables",
"status": "Poster",
"authors": "Robert E Tillman, David Danks, Clark Glymour"
},
{
"title": "Interpreting the neural code with Formal Concept Analysis",
"status": "Spotlight",
"authors": "Dominik M Endres, Peter Foldiak"
},
{
"title": "Kernel Change-point Analysis",
"status": "Poster",
"authors": "Zaid Harchaoui, Francis Bach, Eric Moulines"
},
{
"title": "Kernel Measures of Independence for non-iid Data",
"status": "Spotlight",
"authors": "Xinhua Zhang, Le Song, Arthur Gretton, Alexander Smola"
},
{
"title": "Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control",
"status": "Oral",
"authors": "Lavi Shpigelman, Hagai Lalazar, Eilon Vaadia"
},
{
"title": "Kernelized Sorting",
"status": "Spotlight",
"authors": "Novi Quadrianto, Le Song, Alexander Smola"
},
{
"title": "LOOPS: Localizing Object Outlines using Probabilistic Shape",
"status": "Poster",
"authors": "Geremy Heitz, Gal Elidan, Benjamin D Packer, Daphne Koller"
},
{
"title": "Large Margin Taxonomy Embedding for Document Categorization",
"status": "Spotlight",
"authors": "Kilian Q Weinberger, Olivier Chapelle"
},
{
"title": "Learning Bounded Treewidth Bayesian Networks",
"status": "Spotlight",
"authors": "Gal Elidan, Stephen Gould"
},
{
"title": "Learning Hybrid Models for Image Annotation with Partially Labeled Data",
"status": "Poster",
"authors": "Xuming He, Richard Zemel"
},
{
"title": "Learning Taxonomies by Dependence Maximization",
"status": "Poster",
"authors": "Matthew B Blaschko, Arthur Gretton"
},
{
"title": "Learning Transformational Invariants from Time-Varying Natural Images",
"status": "Spotlight",
"authors": "Charles Cadieu, Bruno Olshausen"
},
{
"title": "Learning a discriminative hidden part model for human action recognition",
"status": "Spotlight",
"authors": "Yang Wang, Greg Mori"
},
{
"title": "Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text",
"status": "Poster",
"authors": "Yi Zhang, Jeff Schneider, Artur Dubrawski"
},
{
"title": "Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement",
"status": "Oral",
"authors": "Michael Todd, Yael Niv, Jonathan D Cohen"
},
{
"title": "Learning with Consistency between Inductive Functions and Kernels",
"status": "Spotlight",
"authors": "Haixuan Yang, Irwin King, Michael R Lyu"
},
{
"title": "Linear Classification and Selective Sampling Under Low Noise Conditions",
"status": "Poster",
"authors": "Giovanni Cavallanti, Nicol\u00f2 Cesa-Bianchi, Claudio Gentile"
},
{
"title": "Load and Attentional Bayes",
"status": "Oral",
"authors": "Peter Dayan"
},
{
"title": "Local Gaussian Process Regression for Real Time Online Model Learning",
"status": "Poster",
"authors": "Duy Nguyen-Tuong, Matthias Seeger, Jan Peters"
},
{
"title": "Localized Sliced Inverse Regression",
"status": "Spotlight",
"authors": "Qiang Wu, Sayan Mukherjee, Feng Liang"
},
{
"title": "MAS: a multiplicative approximation scheme for probabilistic inference",
"status": "Oral",
"authors": "Ydo Wexler, Christopher Meek"
},
{
"title": "MCBoost: Multiple Classifier Boosting for Perceptual Co-clustering of Images and Visual Features",
"status": "Poster",
"authors": "Tae-Kyun Kim, Roberto Cipolla"
},
{
"title": "MDPs with Non-Deterministic Policies",
"status": "Poster",
"authors": "Mahdi Milani Fard, Joelle Pineau"
},
{
"title": "Measures of Clustering Quality: A Working Set of Axioms for Clustering",
"status": "Oral",
"authors": "Shai Ben-David, Margareta Ackerman"
},
{
"title": "Mind the Duality Gap: Logarithmic regret algorithms for online optimization",
"status": "Spotlight",
"authors": "Shai Shalev-Shwartz, Sham M Kakade"
},
{
"title": "Mixed Membership Stochastic Blockmodels",
"status": "Spotlight",
"authors": "Edo M Airoldi, David Blei, Stephen E Fienberg, Eric Xing"
},
{
"title": "Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \\ell_1-regularizedMLE",
"status": "Poster",
"authors": "Pradeep Ravikumar, Garvesh Raskutti, Martin J Wainwright, Bin Yu"
},
{
"title": "Model selection and velocity estimation using novel priors for motion patterns",
"status": "Oral",
"authors": "Alan Yuille, Shuang Wu, HongJing Lu"
},
{
"title": "Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex",
"status": "Oral",
"authors": "Arno Onken, Steffen Gr\u00fcnew\u00e4lder, Matthias Munk, Klaus H Obermayer"
},
{
"title": "Modeling human function learning with Gaussian processes",
"status": "Poster",
"authors": "Tom Griffiths, Chris Lucas, Joseph Jay Williams, Michael Kalish"
},
{
"title": "Modeling the effects of memory on human online sentence processing with particle filters",
"status": "Oral",
"authors": "Roger Levy, Florencia Reali, Tom Griffiths"
},
{
"title": "Mortal Multi-Armed Bandits",
"status": "Poster",
"authors": "Filip Radlinski, Deepayan Chakrabarti, Ravi Kumar, Eli Upfal"
},
{
"title": "Multi-Agent Filtering with Infinitely Nested Beliefs",
"status": "Spotlight",
"authors": "Luke Zettlemoyer, Brian Milch, Leslie Kaelbling"
},
{
"title": "Multi-Level Active Prediction of Useful Image Annotations for Recognition",
"status": "Oral",
"authors": "Sudheendra N Vijayanarasimhan, Kristen Grauman"
},
{
"title": "Multi-label Multiple Kernel Learning",
"status": "Spotlight",
"authors": "Shuiwang Ji, Liang Sun, Rong Jin, Jieping Ye"
},
{
"title": "Multi-resolution Exploration in Continuous Spaces",
"status": "Spotlight",
"authors": "Ali Nouri, Michael L Littman"
},
{
"title": "Multi-stage Convex Relaxation for Learning with Sparse Regularization",
"status": "Poster",
"authors": "Tong Zhang"
},
{
"title": "Multi-task Gaussian Process Learning of Robot Inverse Dynamics",
"status": "Spotlight",
"authors": "Kian Ming A Chai, Chris Williams, Stefan Klanke, Sethu Vijayakumar"
},
{
"title": "Multiscale Random Fields with Application to Contour Grouping",
"status": "Poster",
"authors": "Longin Jan J Latecki, ChengEn Lu, Marc J Sobel, Xiang Bai"
},
{
"title": "Natural Image Denoising with Convolutional Networks",
"status": "Poster",
"authors": "Viren Jain, H. Sebastian Seung"
},
{
"title": "Near-minimax recursive density estimation on the binary hypercube",
"status": "Spotlight",
"authors": "Maxim Raginsky, Svetlana Lazebnik, Rebecca Willett, Jorge G Silva"
},
{
"title": "Near-optimal Regret Bounds for Reinforcement Learning",
"status": "Spotlight",
"authors": "Peter Auer, Thomas Jaksch, Ronald Ortner"
},
{
"title": "Non-parametric Regression Between Manifolds",
"status": "Poster",
"authors": "Florian Steinke, Matthias Hein"
},
{
"title": "Non-stationary dynamic Bayesian networks",
"status": "Poster",
"authors": "Joshua W Robinson, Alexander J Hartemink"
},
{
"title": "Nonlinear causal discovery with additive noise models",
"status": "Spotlight",
"authors": "Patrik O Hoyer, Dominik Janzing, Joris M Mooij, Jonas Peters, Bernhard Sch\u00f6lkopf"
},
{
"title": "Nonparametric Bayesian Learning of Switching Linear Dynamical Systems",
"status": "Spotlight",
"authors": "Emily Fox, Erik Sudderth, Michael Jordan, Alan S Willsky"
},
{
"title": "Nonparametric Bayesian Sparse Hierarchical Factor Modeling and Regression",
"status": "Poster",
"authors": "Piyush Rai, Hal Daum\u00e9 III"
},
{
"title": "Nonparametric regression and classification with joint sparsity constraints",
"status": "Spotlight",
"authors": "Han Liu, John Lafferty, Larry Wasserman"
},
{
"title": "Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images",
"status": "Spotlight",
"authors": "Pradeep Ravikumar, Vincent Vu, Bin Yu, Thomas Naselaris, Kendrick Kay, Jack Gallant"
},
{
"title": "Nonrigid Structure from Motion in Trajectory Space",
"status": "Oral",
"authors": "Ijaz Akhter, Yaser Sheikh, Sohaib Khan, Takeo Kanade"
},
{
"title": "Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks",
"status": "Spotlight",
"authors": "Alex Graves, J\u00fcrgen Schmidhuber"
},
{
"title": "On Bootstrapping the ROC Curve",
"status": "Poster",
"authors": "Patrice Bertail, Stephan Cl\u00e9men\u00e7on, Nicolas Vayatis"
},
{
"title": "On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing",
"status": "Oral",
"authors": "Benjamin Schrauwen, Lars Buesing, Robert Legenstein"
},
{
"title": "On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization",
"status": "Poster",
"authors": "Sham M Kakade, Karthik Sridharan, Ambuj Tewari"
},
{
"title": "On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost",
"status": "Spotlight",
"authors": "Hamed Masnadi-Shirazi, Nuno Vasconcelos"
},
{
"title": "On the Efficient Minimization of Classification Calibrated Surrogates",
"status": "Spotlight",
"authors": "Richard Nock, Frank NIELSEN"
},
{
"title": "On the Generalization Ability of Online Strongly Convex Programming Algorithms",
"status": "Spotlight",
"authors": "Sham M Kakade, Ambuj Tewari"
},
{
"title": "On the Reliability of Clustering Stability in the Large Sample Regime",
"status": "Spotlight",
"authors": "Ohad Shamir, Naftali Tishby"
},
{
"title": "On the equivalence between TD learning and differential Hebbian learning using a local third factor",
"status": "Poster",
"authors": "Christoph Kolodziejski, Bernd Porr, Minija Tamosiunaite, Florentin Woergoetter"
},
{
"title": "On-Line Prediction on Large Diameter Graphs",
"status": "Poster",
"authors": "Mark Herbster, Massimiliano Pontil, Guy Lever"
},
{
"title": "One sketch for all: Theory and Application of Conditional Random Sampling",
"status": "Spotlight",
"authors": "Ping Li, Kenneth W Church, Trevor Hastie"
},
{
"title": "Online Metric Learning and Fast Similarity Search",
"status": "Oral",
"authors": "Prateek Jain, Brian Kulis, Inderjit Dhillon, Kristen Grauman"
},
{
"title": "Online Models for Content Optimization",
"status": "Poster",
"authors": "Deepak Agarwal, Bee-Chung Chen, Pradheep Elango, Nitin Motgi, Seung-Taek Park, Raghu Ramakrishnan, Scott Roy, Joe Zachariah"
},
{
"title": "Online Optimization in X-Armed Bandits",
"status": "Poster",
"authors": "Sebastien Bubeck, Remi Munos, Gilles Stoltz, Csaba Szepesvari"
},
{
"title": "Optimal Response Initiation: Why Recent Experience Matters",
"status": "Spotlight",
"authors": "Matt Jones, Michael Mozer, Sachiko Kinoshita"
},
{
"title": "Optimization on a Budget: A Reinforcement Learning Approach",
"status": "Spotlight",
"authors": "Paul L Ruvolo, Ian R Fasel, javier r movellan"
},
{
"title": "Overlaying classifiers: a practical approach for optimal ranking",
"status": "Poster",
"authors": "Stephan Cl\u00e9men\u00e7on, Nicolas Vayatis"
},
{
"title": "PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning",
"status": "Poster",
"authors": "Chunhua Shen, Alan Welsh, Lei Wang"
},
{
"title": "Partially Observed Maximum Entropy Discrimination Markov Networks",
"status": "Poster",
"authors": "Jun Zhu, Eric Xing, Bo Zhang"
},
{
"title": "Particle Filter-based Policy Gradient in POMDPs",
"status": "Poster",
"authors": "Pierre-Arnaud Coquelin, Romain Deguest, Remi Munos"
},
{
"title": "Performance analysis for L_2 kernel classification",
"status": "Spotlight",
"authors": "JooSeuk Kim, Clayton Scott"
},
{
"title": "Phase transitions for high-dimensional joint support recovery",
"status": "Spotlight",
"authors": "Sahand N Negahban, Martin J Wainwright"
},
{
"title": "Playing Pinball with non-invasive BCI",
"status": "Poster",
"authors": "Michael W Tangermann (ne Schr\u00f6der), Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Klaus-Robert M\u00fcller"
},
{
"title": "Policy Search for Motor Primitives in Robotics",
"status": "Oral",
"authors": "Jens Kober, Jan Peters"
},
{
"title": "Posterior Consistency of the Silverman g-prior in Bayesian Model Choice",
"status": "Spotlight",
"authors": "Zhihua Zhang, Michael Jordan, Dit-Yan Yeung"
},
{
"title": "Predicting the Geometry of Metal Binding Sites from Protein Sequence",
"status": "Spotlight",
"authors": "Paolo Frasconi, Andrea Passerini"
},
{
"title": "Predictive Indexing for Fast Search",
"status": "Poster",
"authors": "Sharad Goel, John Langford, Alexander L Strehl"
},
{
"title": "Privacy-preserving logistic regression",
"status": "Poster",
"authors": "Kamalika Chaudhuri, Claire Monteleoni"
},
{
"title": "Probabilistic detection of short events, with application to critical care monitoring",
"status": "Poster",
"authors": "Norm Aleks, Stuart J Russell, Michael G Madden, Diane Morabito, Geoffrey T Manley, Kristan Staudenmayer, Mitchell Cohen"
},
{
"title": "QUIC-SVD: Fast SVD Using Cosine Trees",
"status": "Poster",
"authors": "Michael Holmes, Alexander Gray, Charles Isbell"
},
{
"title": "Rademacher Complexity Bounds for Non-I.I.D. Processes",
"status": "Poster",
"authors": "Mehryar Mohri, Afshin Rostamizadeh"
},
{
"title": "Reconciling Real Scores with Binary Comparisons: A Unified Logistic Model for Ranking",
"status": "Poster",
"authors": "Nir Ailon"
},
{
"title": "Reducing statistical dependencies in natural signals using radial Gaussianization",
"status": "Oral",
"authors": "Siwei Lyu, Eero Simoncelli"
},
{
"title": "Regularized Co-Clustering with Dual Supervision",
"status": "Poster",
"authors": "Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovic"
},
{
"title": "Regularized Learning with Networks of Features",
"status": "Poster",
"authors": "Ted Sandler, John Blitzer, Partha P Talukdar, Lyle Ungar"
},
{
"title": "Regularized Policy Iteration",
"status": "Poster",
"authors": "Amir-massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvari, Shie Mannor"
},
{
"title": "Relative Margin Machines",
"status": "Poster",
"authors": "Pannagadatta K Shivaswamy, Tony Jebara"
},
{
"title": "Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation",
"status": "Spotlight",
"authors": "Indraneel Mukherjee, David Blei"
},
{
"title": "Resolution Limits of Sparse Coding in High Dimensions",
"status": "Poster",
"authors": "Alyson Fletcher, Sundeep Rangan, Vivek K Goyal"
},
{
"title": "Risk Bounds for Randomized Sample Compressed Classifiers",
"status": "Poster",
"authors": "Mohak Shah"
},
{
"title": "Robust Kernel Principal Component Analysis",
"status": "Spotlight",
"authors": "Minh Hoai Nguyen, Fernando D De la Torre"
},
{
"title": "Robust Near-Isometric Matching via Structured Learning of Graphical Models",
"status": "Poster",
"authors": "Julian J McAuley, Tiberio Caetano, Alexander Smola"
},
{
"title": "Robust Regression and Lasso",
"status": "Spotlight",
"authors": "Huan Xu, Constantine Caramanis, Shie Mannor"
},
{
"title": "SDL: Supervised Dictionary Learning",
"status": "Poster",
"authors": "Julien Mairal, Francis Bach, Jean A Ponce, Guillermo Sapiro, Andrew Zisserman"
},
{
"title": "Scalable Algorithms for String Kernels with Inexact Matching",
"status": "Spotlight",
"authors": "Pavel Kuksa, Pai-Hsi Huang, Vladimir Pavlovic"
},
{
"title": "Self-organization using dynamical synapses",
"status": "Poster",
"authors": "Vicen\u00e7 G\u00f3mez, Andreas Kaltenbrunner, Vicente L\u00f3pez, Hilbert J Kappen"
},
{
"title": "Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization",
"status": "Spotlight",
"authors": "Liu Yang, Rong Jin, Rahul Sukthankar"
},
{
"title": "Sequential effects: Superstition or rational behavior?",
"status": "Spotlight",
"authors": "Angela Yu, Jonathan D Cohen"
},
{
"title": "Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes",
"status": "Oral",
"authors": "Erik Sudderth, Michael Jordan"
},
{
"title": "Short-Term Depression in VLSI Stochastic Synapse",
"status": "Poster",
"authors": "Peng Xu, Timothy K Horiuchi, Pamela A Abshire"
},
{
"title": "Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms",
"status": "Spotlight",
"authors": "John W Roberts, Russ Tedrake"
},
{
"title": "Simple Local Models for Complex Dynamical Systems",
"status": "Oral",
"authors": "Erik Talvitie, Satinder Singh"
},
{
"title": "Skill Characterization Based on Betweenness",
"status": "Poster",
"authors": "\u00d6zg\u00fcr \u015eim\u015fek, Andrew G Barto"
},
{
"title": "Sparse Convolved Gaussian Processes for Multi-ouptut Regression",
"status": "Poster",
"authors": "Mauricio A Alvarez, Neil D Lawrence"
},
{
"title": "Sparse Online Learning via Truncated Gradient",
"status": "Spotlight",
"authors": "John Langford, Lihong Li, Tong Zhang"
},
{
"title": "Sparse Signal Recovery Using Markov Random Fields",
"status": "Spotlight",
"authors": "Volkan Cevher, Marco F Duarte, Chinmay Hegde, Richard Baraniuk"
},
{
"title": "Sparse probabilistic projections",
"status": "Spotlight",
"authors": "Cedric Archambeau, Francis Bach"
},
{
"title": "Sparsity of SVMs that use the epsilon-insensitive loss",
"status": "Poster",
"authors": "Ingo Steinwart, Andreas Christmann"
},
{
"title": "Spectral Clustering with Perturbed Data",
"status": "Spotlight",
"authors": "Ling Huang, Donghui Yan, Michael Jordan, Nina Taft"
},
{
"title": "Spectral Hashing",
"status": "Poster",
"authors": "Yair Weiss, Antonio Torralba, Rob Fergus"
},
{
"title": "Stochastic Relational Models for Large-scale Dyadic Data using MCMC",
"status": "Spotlight",
"authors": "Shenghuo Zhu, Kai Yu, Yihong Gong"
},
{
"title": "Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning",
"status": "Oral",
"authors": "Gediminas Luksys, Carmen Sandi, Wulfram Gerstner"
},
{
"title": "Structure Learning in Human Sequential Decision-Making",
"status": "Poster",
"authors": "Daniel Acuna, Paul R Schrater"
},
{
"title": "Structured ranking learning using cumulative distribution networks",
"status": "Poster",
"authors": "Jim C Huang, Brendan J Frey"
},
{
"title": "Supervised Bipartite Graph Inference",
"status": "Spotlight",
"authors": "Yoshihiro Yamanishi"
},
{
"title": "Supervised Exponential Family Principal Component Analysis via Convex Optimizatio",
"status": "Poster",
"authors": "Yuhong Guo"
},
{
"title": "Suppport Vector Machines with a Reject Option",
"status": "Poster",
"authors": "Yves Grandvalet, Joseph Keshet, Alain Rakotomamonjy, Stephane Canu"
},
{
"title": "Syntactic Topic Models",
"status": "Spotlight",
"authors": "Jordan Boyd-Graber, David Blei"
},
{
"title": "Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation",
"status": "Poster",
"authors": "Dotan Di Castro, Dima Volkinshtein, Ron Meir"
},
{
"title": "Temporal Dynamics of Cognitive Control",
"status": "Poster",
"authors": "Jeremy Reynolds, Michael Mozer"
},
{
"title": "The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction",
"status": "Spotlight",
"authors": "Fabian H Sinz, Matthias Bethge"
},
{
"title": "The Gaussian Process Density Sampler",
"status": "Spotlight",
"authors": "Ryan Adams, Iain Murray, David MacKay"
},
{
"title": "The Infinite Factorial Hidden Markov Model",
"status": "Spotlight",
"authors": "Jurgen Van Gael, Yee Whye Teh, Zoubin Ghahramani"
},
{
"title": "The Mondrian Process",
"status": "Oral",
"authors": "Daniel Roy, Yee Whye Teh"
},
{
"title": "The Recurrent Temporal Restricted Boltzmann Machine",
"status": "Poster",
"authors": "Ilya Sutskever, Geoffrey E Hinton, Graham Taylor"
},
{
"title": "Theory of matching pursuit",
"status": "Poster",
"authors": "Zakria Hussain, John Shawe-Taylor"
},
{
"title": "Tighter Bounds for Structured Estimation",
"status": "Poster",
"authors": "Olivier Chapelle, Chuong B Do, Quoc V Le, Alexander Smola, Choon Hui Teo"
},
{
"title": "Tracking Changing Stimuli in Continuous Attractor Neural Networks",
"status": "Poster",
"authors": "Chi Chung Fung, K. Y. Michael Wong, Si Wu"
},
{
"title": "Transfer Learning by Distribution Matching for Targeted Advertising",
"status": "Poster",
"authors": "Steffen Bickel, Christoph Sawade, Tobias Scheffer"
},
{
"title": "Translated Learning",
"status": "Spotlight",
"authors": "Wenyuan Dai, Yuqiang Chen, Gui-Rong Xue, Qiang Yang, Yong Yu"
},
{
"title": "Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing",
"status": "Poster",
"authors": "Moritz Grosse-Wentrup"
},
{
"title": "Unifying the Sensory and Motor Components of Sensorimotor Adaptation",
"status": "Spotlight",
"authors": "Adrian M Haith, Carl Jackson, R Chris Miall, Sethu Vijayakumar"
},
{
"title": "Unlabeled data: Now it helps, now it doesn't",
"status": "Oral",
"authors": "Aarti Singh, Rob Nowak, Jerry Zhu"
},
{
"title": "Unsupervised Bayesian Parameter Estimation for Probabilistic Grammars",
"status": "Poster",
"authors": "Shay Cohen, Kevin Gimpel, Noah A Smith"
},
{
"title": "Unsupervised Learning of Visual Sense Models for Polysemous Words",
"status": "Spotlight",
"authors": "Kate Saenko, Trevor Darrell"
},
{
"title": "Using Bayesian Dynamical Systems for Motion Template Libraries",
"status": "Poster",
"authors": "Silvia Chiappa, Jens Kober, Jan Peters"
},
{
"title": "Using matrices to model symbolic relationship",
"status": "Spotlight",
"authors": "Ilya Sutskever, Geoffrey E Hinton"
},
{
"title": "Variational Mixture of Gaussian Process Experts",
"status": "Poster",
"authors": "Chao Yuan, Claus Neubauer"
},
{
"title": "Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning",
"status": "Spotlight",
"authors": "ali rahimi, Benjamin Recht"
}
] |