nips2008.md

NeurIPS2008

• Maxim Raginsky, Svetlana Lazebnik, Rebecca Willett, Jorge Silva. "Near-minimax recursive density estimation on the binary hypercube" | [Home Page] | [PDF]

• Wenyuan Dai, Yuqiang Chen, Gui-rong Xue, Qiang Yang, Yong Yu. "Translated Learning: Transfer Learning across Different Feature Spaces" | [Home Page] | [PDF]

• Gal Elidan, Stephen Gould. "Learning Bounded Treewidth Bayesian Networks" | [Home Page] | [PDF]

• Duy Nguyen-tuong, Jan Peters, Matthias Seeger. "Local Gaussian Process Regression for Real Time Online Model Learning" | [Home Page] | [PDF]

• Praveen Srinivasan, Liming Wang, Jianbo Shi. "Grouping Contours Via a Related Image" | [Home Page] | [PDF]

• Jeremy Lewi, Robert Butera, David Schneider, Sarah Woolley, Liam Paninski. "Designing neurophysiology experiments to optimally constrain receptive field models along parametric submanifolds" | [Home Page] | [PDF]

• Thomas Griffiths, Joseph Austerweil. "Analyzing human feature learning as nonparametric Bayesian inference" | [Home Page] | [PDF]

• Ofer Dekel. "From Online to Batch Learning with Cutoff-Averaging" | [Home Page] | [PDF]

• Jim Huang, Brendan J. Frey. "Structured ranking learning using cumulative distribution networks" | [Home Page] | [PDF]

• Padhraic Smyth, Max Welling, Arthur Asuncion. "Asynchronous Distributed Learning of Topic Models" | [Home Page] | [PDF]

• Geremy Heitz, Stephen Gould, Ashutosh Saxena, Daphne Koller. "Cascaded Classification Models: Combining Models for Holistic Scene Understanding" | [Home Page] | [PDF]

• Ben Calderhead, Mark Girolami, Neil Lawrence. "Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes" | [Home Page] | [PDF]

• Giovanni Cavallanti, Nicolò Cesa-bianchi, Claudio Gentile. "Linear Classification and Selective Sampling Under Low Noise Conditions" | [Home Page] | [PDF]

• Richard Nock, Frank Nielsen. "On the Efficient Minimization of Classification Calibrated Surrogates" | [Home Page] | [PDF]

• Aarti Singh, Robert Nowak, Jerry Zhu. "Unlabeled data: Now it helps, now it doesn't" | [Home Page] | [PDF]

• Adrian Haith, Carl Jackson, R. Miall, Sethu Vijayakumar. "Unifying the Sensory and Motor Components of Sensorimotor Adaptation" | [Home Page] | [PDF]

• Thomas Griffiths, Chris Lucas, Joseph Williams, Michael Kalish. "Modeling human function learning with Gaussian processes" | [Home Page] | [PDF]

• Bernhard Nessler, Michael Pfeiffer, Wolfgang Maass. "Hebbian Learning of Bayes Optimal Decisions" | [Home Page] | [PDF]

• Gabriele Schweikert, Gunnar Rätsch, Christian Widmer, Bernhard Schölkopf. "An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis" | [Home Page] | [PDF]

• Zaïd Harchaoui, Eric Moulines, Francis Bach. "Kernel Change-point Analysis" | [Home Page] | [PDF]

• Marek Petrik, Bruno Scherrer. "Biasing Approximate Dynamic Programming with a Lower Discount Factor" | [Home Page] | [PDF]

• Jooseuk Kim, Clayton Scott. "Performance analysis for L_2 kernel classification" | [Home Page] | [PDF]

• Markus Maier, Ulrike Luxburg, Matthias Hein. "Influence of graph construction on graph-based clustering measures" | [Home Page] | [PDF]

• M. Fard, Joelle Pineau. "MDPs with Non-Deterministic Policies" | [Home Page] | [PDF]

• Liu Yang, Rong Jin, Rahul Sukthankar. "Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization" | [Home Page] | [PDF]

• Iain Murray, Russ R. Salakhutdinov. "Evaluating probabilities under high-dimensional latent variable models" | [Home Page] | [PDF]

• Lukas Kroc, Ashish Sabharwal, Bart Selman. "Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation" | [Home Page] | [PDF]

• Yoshihiro Yamanishi. "Supervised Bipartite Graph Inference" | [Home Page] | [PDF]

• Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh. "Domain Adaptation with Multiple Sources" | [Home Page] | [PDF]

• Ali Rahimi, Benjamin Recht. "Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning" | [Home Page] | [PDF]

• Ted Sandler, John Blitzer, Partha Talukdar, Lyle Ungar. "Regularized Learning with Networks of Features" | [Home Page] | [PDF]

• Jennifer Tam, Jiri Simsa, Sean Hyde, Luis Ahn. "Breaking Audio CAPTCHAs" | [Home Page] | [PDF]

• Takafumi Kanamori, Shohei Hido, Masashi Sugiyama. "Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection" | [Home Page] | [PDF]

• J. Bagnell, David Bradley. "Differentiable Sparse Coding" | [Home Page] | [PDF]

• Srikanth Jagabathula, Devavrat Shah. "Inferring rankings under constrained sensing" | [Home Page] | [PDF]

• Mauricio Alvarez, Neil Lawrence. "Sparse Convolved Gaussian Processes for Multi-output Regression" | [Home Page] | [PDF]

• Abhinav Gupta, Jianbo Shi, Larry S. Davis. "A ``Shape Aware'' Model for semi-supervised Learning of Objects and its Context" | [Home Page] | [PDF]

• Christopher Williams, Stefan Klanke, Sethu Vijayakumar, Kian Chai. "Multi-task Gaussian Process Learning of Robot Inverse Dynamics" | [Home Page] | [PDF]

• Alexandre Bouchard-côté, Dan Klein, Michael Jordan. "Efficient Inference in Phylogenetic InDel Trees" | [Home Page] | [PDF]

• Stefan Haufe, Vadim Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte. "Estimating vector fields using sparse basis field expansions" | [Home Page] | [PDF]

• Norm Aleks, Stuart J. Russell, Michael Madden, Diane Morabito, Kristan Staudenmayer, Mitchell Cohen, Geoffrey Manley. "Probabilistic detection of short events, with application to critical care monitoring" | [Home Page] | [PDF]

• Ling Huang, Donghui Yan, Nina Taft, Michael Jordan. "Spectral Clustering with Perturbed Data" | [Home Page] | [PDF]

• Julia Owen, Hagai Attias, Kensuke Sekihara, Srikantan Nagarajan, David Wipf. "Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG" | [Home Page] | [PDF]

• Tong Zhang. "Multi-stage Convex Relaxation for Learning with Sparse Regularization" | [Home Page] | [PDF]

• Vincent Q. Vu, Bin Yu, Thomas Naselaris, Kendrick Kay, Jack Gallant, Pradeep Ravikumar. "Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images" | [Home Page] | [PDF]

• Andriy Mnih, Geoffrey E. Hinton. "A Scalable Hierarchical Distributed Language Model" | [Home Page] | [PDF]

• Yuhong Guo. "Supervised Exponential Family Principal Component Analysis via Convex Optimization" | [Home Page] | [PDF]

• Shenghuo Zhu, Kai Yu, Yihong Gong. "Stochastic Relational Models for Large-scale Dyadic Data using MCMC" | [Home Page] | [PDF]

• Deepak Agarwal, Bee-chung Chen, Pradheep Elango, Nitin Motgi, Seung-taek Park, Raghu Ramakrishnan, Scott Roy, Joe Zachariah. "Online Models for Content Optimization" | [Home Page] | [PDF]

• Huan Xu, Constantine Caramanis, Shie Mannor. "Robust Regression and Lasso" | [Home Page] | [PDF]

• Zhengdong Lu, Jeffrey Kaye, Todd Leen. "Hierarchical Fisher Kernels for Longitudinal Data" | [Home Page] | [PDF]

• Yik-cheung Tam, Tanja Schultz. "Correlated Bigram LSA for Unsupervised Language Model Adaptation" | [Home Page] | [PDF]

• Jurgen Gael, Yee Teh, Zoubin Ghahramani. "The Infinite Factorial Hidden Markov Model" | [Home Page] | [PDF]

• Volkan Cevher, Marco Duarte, Chinmay Hegde, Richard Baraniuk. "Sparse Signal Recovery Using Markov Random Fields" | [Home Page] | [PDF]

• Nikos Komodakis, Nikos Paragios, Georgios Tziritas. "Clustering via LP-based Stabilities" | [Home Page] | [PDF]

• Zhi Yang, Qi Zhao, Wentai Liu. "Spike Feature Extraction Using Informative Samples" | [Home Page] | [PDF]

• Liang Zhang, Deepak Agarwal. "Fast Computation of Posterior Mode in Multi-Level Hierarchical Models" | [Home Page] | [PDF]

• Ralf Haefner, Bruce Cumming. "An improved estimator of Variance Explained in the presence of noise" | [Home Page] | [PDF]

• Piyush Rai, Hal Daume. "The Infinite Hierarchical Factor Regression Model" | [Home Page] | [PDF]

• Kai Yu, Wei Xu, Yihong Gong. "Deep Learning with Kernel Regularization for Visual Recognition" | [Home Page] | [PDF]

• Charles Cadieu, Bruno Olshausen. "Learning Transformational Invariants from Natural Movies" | [Home Page] | [PDF]

• Patrice Bertail, Stéphan Clémençcon, Nicolas Vayatis. "On Bootstrapping the ROC Curve" | [Home Page] | [PDF]

• Michael Holmes, Jr. Isbell, Charles Lee, Alexander Gray. "QUIC-SVD: Fast SVD Using Cosine Trees" | [Home Page] | [PDF]

• Hans Graf, Srihari Cadambi, Venkata Jakkula, Murugan Sankaradass, Eric Cosatto, Srimat Chakradhar, Igor Dourdanovic. "A Massively Parallel Digital Learning Processor" | [Home Page] | [PDF]

• Rama Natarajan, Iain Murray, Ladan Shams, Richard Zemel. "Characterizing response behavior in multisensory perception with conflicting cues" | [Home Page] | [PDF]

• Iain Murray, David MacKay, Ryan P. Adams. "The Gaussian Process Density Sampler" | [Home Page] | [PDF]

• Deli Zhao, Xiaoou Tang. "Cyclizing Clusters via Zeta Function of a Graph" | [Home Page] | [PDF]

• David Danks, Clark Glymour, Robert Tillman. "Integrating Locally Learned Causal Structures with Overlapping Variables" | [Home Page] | [PDF]

• Gerald Quon, Yee Teh, Esther Chan, Timothy Hughes, Michael Brudno, Quaid Morris. "A mixture model for the evolution of gene expression in non-homogeneous datasets" | [Home Page] | [PDF]

• Pierre Garrigues, Laurent Ghaoui. "An Homotopy Algorithm for the Lasso with Online Observations" | [Home Page] | [PDF]

• Phil Long, Rocco Servedio. "Adaptive Martingale Boosting" | [Home Page] | [PDF]

• Dongryeol Lee, Alexander Gray. "Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method" | [Home Page] | [PDF]

• Lev Faivishevsky, Jacob Goldberger. "ICA based on a Smooth Estimation of the Differential Entropy" | [Home Page] | [PDF]

• Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet, Stéphane Canu. "Support Vector Machines with a Reject Option" | [Home Page] | [PDF]

• Tanya Schmah, Geoffrey E. Hinton, Steven Small, Stephen Strother, Richard Zemel. "Generative versus discriminative training of RBMs for classification of fMRI images" | [Home Page] | [PDF]

• Pierre-arnaud Coquelin, Romain Deguest, Rémi Munos. "Particle Filter-based Policy Gradient in POMDPs" | [Home Page] | [PDF]

• Yizao Wang, Jean-yves Audibert, Rémi Munos. "Algorithms for Infinitely Many-Armed Bandits" | [Home Page] | [PDF]

• Christoph Kolodziejski, Bernd Porr, Minija Tamosiunaite, Florentin Wörgötter. "On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor" | [Home Page] | [PDF]

• Tom Minka, John Winn. "Gates" | [Home Page] | [PDF]

• Sudheendra Vijayanarasimhan, Kristen Grauman. "Multi-Level Active Prediction of Useful Image Annotations for Recognition" | [Home Page] | [PDF]

• Ydo Wexler, Christopher Meek. "MAS: a multiplicative approximation scheme for probabilistic inference" | [Home Page] | [PDF]

• Xuming He, Richard Zemel. "Learning Hybrid Models for Image Annotation with Partially Labeled Data" | [Home Page] | [PDF]

• Neil Lawrence, Magnus Rattray, Michalis Titsias. "Efficient Sampling for Gaussian Process Inference using Control Variables" | [Home Page] | [PDF]

• Matthew Streeter, Daniel Golovin. "An Online Algorithm for Maximizing Submodular Functions" | [Home Page] | [PDF]

• Sham M. Kakade, Karthik Sridharan, Ambuj Tewari. "On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization" | [Home Page] | [PDF]

• Shakir Mohamed, Zoubin Ghahramani, Katherine A. Heller. "Bayesian Exponential Family PCA" | [Home Page] | [PDF]

• Angela J. Yu, Jonathan D. Cohen. "Sequential effects: Superstition or rational behavior?" | [Home Page] | [PDF]

• Chunhua Shen, Alan Welsh, Lei Wang. "PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning" | [Home Page] | [PDF]

• Lavi Shpigelman, Hagai Lalazar, Eilon Vaadia. "Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control" | [Home Page] | [PDF]

• Garvesh Raskutti, Bin Yu, Martin J. Wainwright, Pradeep Ravikumar. "Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE" | [Home Page] | [PDF]

• Carmen Sandi, Wulfram Gerstner, Gediminas Lukšys. "Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning" | [Home Page] | [PDF]

• Jing Xu, Thomas Griffiths. "How memory biases affect information transmission: A rational analysis of serial reproduction" | [Home Page] | [PDF]

• Christian Walder, Bernhard Schölkopf. "Diffeomorphic Dimensionality Reduction" | [Home Page] | [PDF]

• Silvia Chiappa, Jens Kober, Jan Peters. "Using Bayesian Dynamical Systems for Motion Template Libraries" | [Home Page] | [PDF]

• Dilan Gorur, Yee Teh. "An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering" | [Home Page] | [PDF]

• Jonathan Taylor, Doina Precup, Prakash Panagaden. "Bounding Performance Loss in Approximate MDP Homomorphisms" | [Home Page] | [PDF]

• Alex Graves, Jürgen Schmidhuber. "Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks" | [Home Page] | [PDF]

• Alex Smola, Julian Mcauley, Tibério Caetano. "Robust Near-Isometric Matching via Structured Learning of Graphical Models" | [Home Page] | [PDF]

• Mark Herbster, Massimiliano Pontil, Sergio Galeano. "Fast Prediction on a Tree" | [Home Page] | [PDF]

• Koby Crammer, Mark Dredze, Fernando Pereira. "Exact Convex Confidence-Weighted Learning" | [Home Page] | [PDF]

• Fabian Sinz, Matthias Bethge. "The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction" | [Home Page] | [PDF]

• Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovic. "Regularized Co-Clustering with Dual Supervision" | [Home Page] | [PDF]

• Olivier Chapelle, Chuong B., Choon Teo, Quoc Le, Alex Smola. "Tighter Bounds for Structured Estimation" | [Home Page] | [PDF]

• Luke Zettlemoyer, Brian Milch, Leslie Kaelbling. "Multi-Agent Filtering with Infinitely Nested Beliefs" | [Home Page] | [PDF]

• Daphna Weinshall, Hynek Hermansky, Alon Zweig, Jie Luo, Holly Jimison, Frank Ohl, Misha Pavel. "Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree" | [Home Page] | [PDF]

• Doug Downey, Oren Etzioni. "Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification" | [Home Page] | [PDF]

• Han Liu, Larry Wasserman, John Lafferty. "Nonparametric regression and classification with joint sparsity constraints" | [Home Page] | [PDF]

• Leo Zhu, Yuanhao Chen, Yuan Lin, Chenxi Lin, Alan L. Yuille. "Recursive Segmentation and Recognition Templates for 2D Parsing" | [Home Page] | [PDF]

• Paolo Frasconi, Andrea Passerini. "Predicting the Geometry of Metal Binding Sites from Protein Sequence" | [Home Page] | [PDF]

• Adam Ponzi, Jeff Wickens. "Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons" | [Home Page] | [PDF]

• Guillaume R. Obozinski, Martin J. Wainwright, Michael Jordan. "High-dimensional support union recovery in multivariate regression" | [Home Page] | [PDF]

• Andrew Smith, Hongyuan Zha, Xiao-ming Wu. "Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm" | [Home Page] | [PDF]

• Laurent Ghaoui, Assane Gueye. "A Convex Upper Bound on the Log-Partition Function for Binary Distributions" | [Home Page] | [PDF]

• Tong Zhang. "Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models" | [Home Page] | [PDF]

• Nir Ailon. "Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking" | [Home Page] | [PDF]

• Zakria Hussain, John Shawe-taylor. "Theory of matching pursuit" | [Home Page] | [PDF]

• Jens Kober, Jan Peters. "Policy Search for Motor Primitives in Robotics" | [Home Page] | [PDF]

• Deepayan Chakrabarti, Ravi Kumar, Filip Radlinski, Eli Upfal. "Mortal Multi-Armed Bandits" | [Home Page] | [PDF]

• Sanmay Das, Malik Magdon-Ismail. "Adapting to a Market Shock: Optimal Sequential Market-Making" | [Home Page] | [PDF]

• Simon Lacoste-Julien, Fei Sha, Michael Jordan. "DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification" | [Home Page] | [PDF]

• Moritz Grosse-wentrup. "Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing" | [Home Page] | [PDF]

• Mehryar Mohri, Afshin Rostamizadeh. "Rademacher Complexity Bounds for Non-I.I.D. Processes" | [Home Page] | [PDF]

• Christopher Lucas, Thomas Griffiths, Fei Xu, Christine Fawcett. "A rational model of preference learning and choice prediction by children" | [Home Page] | [PDF]

• Charles Kemp, Fei Xu. "An ideal observer model of infant object perception" | [Home Page] | [PDF]

• Stéphan Clémençcon, Nicolas Vayatis. "Empirical performance maximization for linear rank statistics" | [Home Page] | [PDF]

• Sundeep Rangan, Vivek Goyal, Alyson K. Fletcher. "Resolution Limits of Sparse Coding in High Dimensions" | [Home Page] | [PDF]

• Kamalika Chaudhuri, Claire Monteleoni. "Privacy-preserving logistic regression" | [Home Page] | [PDF]

• Nicol Schraudolph, Dmitry Kamenetsky. "Efficient Exact Inference in Planar Ising Models" | [Home Page] | [PDF]

• Lester Mackey. "Deflation Methods for Sparse PCA" | [Home Page] | [PDF]

• Edo M. Airoldi, David Blei, Stephen Fienberg, Eric Xing. "Mixed Membership Stochastic Blockmodels" | [Home Page] | [PDF]

• Erik Sudderth, Michael Jordan. "Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes" | [Home Page] | [PDF]

• Geremy Heitz, Gal Elidan, Benjamin Packer, Daphne Koller. "Shape-Based Object Localization for Descriptive Classification" | [Home Page] | [PDF]

• Guangzhi Cao, Charles Bouman. "Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform" | [Home Page] | [PDF]

• Pietro Berkes, Frank Wood, Jonathan Pillow. "Characterizing neural dependencies with copula models" | [Home Page] | [PDF]

• Haixuan Yang, Irwin King, Michael Lyu. "Learning with Consistency between Inductive Functions and Kernels" | [Home Page] | [PDF]

• Jordan Boyd-graber, David Blei. "Syntactic Topic Models" | [Home Page] | [PDF]

• Masafumi Oizumi, Toshiyuki Ishii, Kazuya Ishibashi, Toshihiko Hosoya, Masato Okada. "A general framework for investigating how far the decoding process in the brain can be simplified" | [Home Page] | [PDF]

• John Roberts, Russ Tedrake. "Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms" | [Home Page] | [PDF]

• Mehmet Muezzinoglu, Alexander Vergara, Ramon Huerta, Thomas Nowotny, Nikolai Rulkov, Henry Abarbanel, Allen Selverston, Mikhail Rabinovich. "Artificial Olfactory Brain for Mixture Identification" | [Home Page] | [PDF]

• Minh Nguyen, Fernando Torre. "Robust Kernel Principal Component Analysis" | [Home Page] | [PDF]

• Tony Jebara, Pannagadatta Shivaswamy. "Relative Margin Machines" | [Home Page] | [PDF]

• Jo-anne Ting, Mrinal Kalakrishnan, Sethu Vijayakumar, Stefan Schaal. "Bayesian Kernel Shaping for Learning Control" | [Home Page] | [PDF]

• Zenglin Xu, Rong Jin, Irwin King, Michael Lyu. "An Extended Level Method for Efficient Multiple Kernel Learning" | [Home Page] | [PDF]

• John Langford, Lihong Li, Tong Zhang. "Sparse Online Learning via Truncated Gradient" | [Home Page] | [PDF]

• Debajyoti Ray, Brooks King-casas, P. Montague, Peter Dayan. "Bayesian Model of Behaviour in Economic Games" | [Home Page] | [PDF]

• Özgür Şimşek, Andrew Barto. "Skill Characterization Based on Betweenness" | [Home Page] | [PDF]

• Philip Torr, M. Kumar. "Improved Moves for Truncated Convex Models" | [Home Page] | [PDF]

• Novi Quadrianto, Le Song, Alex Smola. "Kernelized Sorting" | [Home Page] | [PDF]

• Zhihua Zhang, Michael Jordan, Dit-Yan Yeung. "Posterior Consistency of the Silverman g-prior in Bayesian Model Choice" | [Home Page] | [PDF]

• Emily Fox, Erik Sudderth, Michael Jordan, Alan Willsky. "Nonparametric Bayesian Learning of Switching Linear Dynamical Systems" | [Home Page] | [PDF]

• Michael Todd, Yael Niv, Jonathan D. Cohen. "Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement" | [Home Page] | [PDF]

• Paul Ruvolo, Ian Fasel, Javier Movellan. "Optimization on a Budget: A Reinforcement Learning Approach" | [Home Page] | [PDF]

• Jan Gasthaus, Frank Wood, Dilan Gorur, Yee Teh. "Dependent Dirichlet Process Spike Sorting" | [Home Page] | [PDF]

• Ilya Sutskever, Geoffrey E. Hinton, Graham W. Taylor. "The Recurrent Temporal Restricted Boltzmann Machine" | [Home Page] | [PDF]

• Peng Xu, Timothy Horiuchi, Pamela Abshire. "Short-Term Depression in VLSI Stochastic Synapse" | [Home Page] | [PDF]

• Steven Phillips, Miroslav Dudík. "Generative and Discriminative Learning with Unknown Labeling Bias" | [Home Page] | [PDF]

• Kilian Q. Weinberger, Olivier Chapelle. "Large Margin Taxonomy Embedding for Document Categorization" | [Home Page] | [PDF]

• Roger Levy, Florencia Reali, Thomas Griffiths. "Modeling the effects of memory on human online sentence processing with particle filters" | [Home Page] | [PDF]

• David Sontag, Amir Globerson, Tommi Jaakkola. "Clusters and Coarse Partitions in LP Relaxations" | [Home Page] | [PDF]

• Joris M. Mooij, Hilbert Kappen. "Bounds on marginal probability distributions" | [Home Page] | [PDF]

• Indraneel Mukherjee, David Blei. "Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation" | [Home Page] | [PDF]

• Francis Bach. "Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning" | [Home Page] | [PDF]

• Tae-kyun Kim, Roberto Cipolla. "MCBoost: Multiple Classifier Boosting for Perceptual Co-clustering of Images and Visual Features" | [Home Page] | [PDF]

• Peter Dayan. "Load and Attentional Bayes" | [Home Page] | [PDF]

• Klaus Wimmer, Marcel Stimberg, Robert Martin, Lars Schwabe, Jorge Mariño, James Schummers, David Lyon, Mriganka Sur, Klaus Obermayer. "Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1" | [Home Page] | [PDF]

• Peter Carbonetto, Mark Schmidt, Nando Freitas. "An interior-point stochastic approximation method and an L1-regularized delta rule" | [Home Page] | [PDF]

• Xiaodi Hou, Liqing Zhang. "Dynamic visual attention: searching for coding length increments" | [Home Page] | [PDF]

• Sahand Negahban, Martin J. Wainwright. "Phase transitions for high-dimensional joint support recovery" | [Home Page] | [PDF]

• Prateek Jain, Brian Kulis, Inderjit Dhillon, Kristen Grauman. "Online Metric Learning and Fast Similarity Search" | [Home Page] | [PDF]

• Benjamin Yackley, Eduardo Corona, Terran Lane. "Bayesian Network Score Approximation using a Metagraph Kernel" | [Home Page] | [PDF]

• Karthik Sridharan, Shai Shalev-shwartz, Nathan Srebro. "Fast Rates for Regularized Objectives" | [Home Page] | [PDF]

• Phil Blunsom, Trevor Cohn, Miles Osborne. "Bayesian Synchronous Grammar Induction" | [Home Page] | [PDF]

• K. Wong, Si Wu, Chi Fung. "Tracking Changing Stimuli in Continuous Attractor Neural Networks" | [Home Page] | [PDF]

• Byron M. Yu, John P. Cunningham, Gopal Santhanam, Stephen Ryu, Krishna V. Shenoy, Maneesh Sahani. "Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity" | [Home Page] | [PDF]

• Xinhua Zhang, Le Song, Arthur Gretton, Alex Smola. "Kernel Measures of Independence for non-iid Data" | [Home Page] | [PDF]

• Amir Farahmand, Mohammad Ghavamzadeh, Shie Mannor, Csaba Szepesvári. "Regularized Policy Iteration" | [Home Page] | [PDF]

• Yen-yu Lin, Tyng-luh Liu, Chiou-shann Fuh. "Dimensionality Reduction for Data in Multiple Feature Representations" | [Home Page] | [PDF]

• Michael Isard, John MacCormick, Kannan Achan. "Continuously-adaptive discretization for message-passing algorithms" | [Home Page] | [PDF]

• Benjamin Schrauwen, Lars Buesing, Robert Legenstein. "On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing" | [Home Page] | [PDF]

• Shai Shalev-shwartz, Sham M. Kakade. "Mind the Duality Gap: Logarithmic regret algorithms for online optimization" | [Home Page] | [PDF]

• Tran Truyen, Dinh Phung, Hung Bui, Svetha Venkatesh. "Hierarchical Semi-Markov Conditional Random Fields for Recursive Sequential Data" | [Home Page] | [PDF]

• Alexander Braunstein, Zhi Wei, Shane Jensen, Jon Mcauliffe. "A spatially varying two-sample recombinant coalescent, with applications to HIV escape response" | [Home Page] | [PDF]

• Shai Ben-David, Margareta Ackerman. "Measures of Clustering Quality: A Working Set of Axioms for Clustering" | [Home Page] | [PDF]

• Daniel Acuna, Paul R. Schrater. "Structure Learning in Human Sequential Decision-Making" | [Home Page] | [PDF]

• Jeremy Hill, Jason Farquhar, Suzanna Martens, Felix Biessmann, Bernhard Schölkopf. "Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance" | [Home Page] | [PDF]

• Julien Mairal, Jean Ponce, Guillermo Sapiro, Andrew Zisserman, Francis Bach. "Supervised Dictionary Learning" | [Home Page] | [PDF]

• Viren Jain, Sebastian Seung. "Natural Image Denoising with Convolutional Networks" | [Home Page] | [PDF]

• Matt Jones, Sachiko Kinoshita, Michael C. Mozer. "Optimal Response Initiation: Why Recent Experience Matters" | [Home Page] | [PDF]

• Hannes Nickisch, Rolf Pohmann, Bernhard Schölkopf, Matthias Seeger. "Bayesian Experimental Design of Magnetic Resonance Imaging Sequences" | [Home Page] | [PDF]

• Jeremy Reynolds, Michael C. Mozer. "Temporal Dynamics of Cognitive Control" | [Home Page] | [PDF]

• Stéphan Clémençcon, Nicolas Vayatis. "Overlaying classifiers: a practical approach for optimal ranking" | [Home Page] | [PDF]

• Shuang Wu, Hongjing Lu, Alan L. Yuille. "Model selection and velocity estimation using novel priors for motion patterns" | [Home Page] | [PDF]

• Fernando Pérez-Cruz. "Estimation of Information Theoretic Measures for Continuous Random Variables" | [Home Page] | [PDF]

• Ohad Shamir, Naftali Tishby. "On the Reliability of Clustering Stability in the Large Sample Regime" | [Home Page] | [PDF]

• Ilya Sutskever, Geoffrey E. Hinton. "Using matrices to model symbolic relationship" | [Home Page] | [PDF]

• Quentin Huys, Joshua Vogelstein, Peter Dayan. "Psychiatry: Insights into depression through normative decision-making models" | [Home Page] | [PDF]

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