Papers
Linearly-solvable Markov decision problems
Emanuel Todorov
Learning Motion Style Synthesis from Perceptual Observations
Lorenzo Torresani, Peggy Hackney, Christoph Bregler
Fast Discriminative Visual Codebooks using Randomized Clustering Forests
Frank Moosmann, Bill Triggs, Frederic Jurie
Balanced Graph Matching
Timothee Cour, Praveen Srinivasan, Jianbo Shi
Efficient Methods for Privacy Preserving Face Detection
Shai Avidan, Moshe Butman
Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization
Rey Ramírez, Jason Palmer, Scott Makeig et al.
An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models
S. S. Keerthi, Vikas Sindhwani, Olivier Chapelle
Prediction on a Graph with a Perceptron
Mark Herbster, Massimiliano Pontil
An Information Theoretic Framework for Eukaryotic Gradient Sensing
Joseph M. Kimmel, Richard M. Salter, Peter J. Thomas
Similarity by Composition
Oren Boiman, Michal Irani
Sparse Representation for Signal Classification
Ke Huang, Selin Aviyente
Simplifying Mixture Models through Function Approximation
Kai Zhang, James T. Kwok
Learning Structural Equation Models for fMRI
Enrico Simonotto, Heather Whalley, Stephen Lawrie et al.
Speakers optimize information density through syntactic reduction
T. F. Jaeger, Roger P. Levy
Uncertainty, phase and oscillatory hippocampal recall
Máté Lengyel, Peter Dayan
Fast Iterative Kernel PCA
Nicol N. Schraudolph, Simon Günter, S.v.n. Vishwanathan
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning
Peter Auer, Ronald Ortner
Inferring Network Structure from Co-Occurrences
Michael G. Rabbat, Mário Figueiredo, Robert Nowak
Clustering Under Prior Knowledge with Application to Image Segmentation
Dong S. Cheng, Vittorio Murino, Mário Figueiredo
Generalized Maximum Margin Clustering and Unsupervised Kernel Learning
Hamed Valizadegan, Rong Jin
Fundamental Limitations of Spectral Clustering
Boaz Nadler, Meirav Galun
An Approach to Bounded Rationality
Eli Ben-sasson, Ehud Kalai, Adam Kalai
A Theory of Retinal Population Coding
Eizaburo Doi, Michael S. Lewicki
Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons
Stefan Klampfl, Wolfgang Maass, Robert A. Legenstein
A Novel Gaussian Sum Smoother for Approximate Inference in Switching Linear Dynamical Systems
David Barber, Bertrand Mesot