Papers
Convex Repeated Games and Fenchel Duality
Shai Shalev-shwartz, Yoram Singer
Online Classification for Complex Problems Using Simultaneous Projections
Yonatan Amit, Shai Shalev-shwartz, Yoram Singer
Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space
Kyung-ah Sohn, Eric P. Xing
Detecting Humans via Their Pose
Alessandro Bissacco, Ming-Hsuan Yang, Stefano Soatto
Combining causal and similarity-based reasoning
Charles Kemp, Patrick Shafto, Allison Berke et al.
The Robustness-Performance Tradeoff in Markov Decision Processes
Huan Xu, Shie Mannor
Bayesian Ensemble Learning
Hugh A. Chipman, Edward I. George, Robert E. Mcculloch
Bayesian Image Super-resolution, Continued
Lyndsey C. Pickup, David P. Capel, Stephen J. Roberts et al.
Modeling Human Motion Using Binary Latent Variables
Graham W. Taylor, Geoffrey E. Hinton, Sam T. Roweis
Learning from Multiple Sources
Koby Crammer, Michael Kearns, Jennifer Wortman
Multiple timescales and uncertainty in motor adaptation
Konrad P. Körding, Joshua B. Tenenbaum, Reza Shadmehr
Blind source separation for over-determined delayed mixtures
Lars Omlor, Martin Giese
Predicting spike times from subthreshold dynamics of a neuron
Ryota Kobayashi, Shigeru Shinomoto
Multi-Task Feature Learning
Andreas Argyriou, Theodoros Evgeniou, Massimiliano Pontil
Graph Laplacian Regularization for Large-Scale Semidefinite Programming
Kilian Q. Weinberger, Fei Sha, Qihui Zhu et al.
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models
David Barber, Silvia Chiappa
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm
Robert Jenssen, Torbjørn Eltoft, Mark Girolami et al.
Game Theoretic Algorithms for Protein-DNA binding
Luis Pérez-breva, Luis E. Ortiz, Chen-hsiang Yeang et al.
Learning to Traverse Image Manifolds
Piotr Dollár, Vincent Rabaud, Serge J. Belongie
Ordinal Regression by Extended Binary Classification
Ling Li, Hsuan-tien Lin
σMCL: Monte-Carlo Localization for Mobile Robots with Stereo Vision
Pantelis Elinas, James J. Little
Data Structure for Efficient Processing in 3-D
Jean-François Lalonde, Nicolas Vandapel, Martial Hebert
Model-Based Error Correction for Flexible Robotic Surgical Instruments
Ryan A. Beasley, Robert D. Howe
Shape, Motion, and Parameter Estimation of Flexible Space Structures using Laser Rangefinders
Matthew D. Lichter, Steven Dubowsky, Hiroshi Ueno et al.