Papers
Natural Actor-Critic for Road Traffic Optimisation
Silvia Richter, Douglas Aberdeen, Jin Yu
Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints
Carla P. Gomes, Ashish Sabharwal, Bart Selman
Neurophysiological Evidence of Cooperative Mechanisms for Stereo Computation
Jason M. Samonds, Brian R. Potetz, Tai S. Lee
Nonlinear physically-based models for decoding motor-cortical population activity
Gregory Shakhnarovich, Sung-phil Kim, Michael J. Black
Nonnegative Sparse PCA
Ron Zass, Amnon Shashua
Non-rigid point set registration: Coherent Point Drift
Andriy Myronenko, Xubo Song, Miguel Á. Carreira-Perpiñán
No-regret Algorithms for Online Convex Programs
Geoffrey J. Gordon
Online Classification for Complex Problems Using Simultaneous Projections
Yonatan Amit, Shai Shalev-shwartz, Yoram Singer
Online Clustering of Moving Hyperplanes
René Vidal
On the Relation Between Low Density Separation, Spectral Clustering and Graph Cuts
Hariharan Narayanan, Mikhail Belkin, Partha Niyogi
On Transductive Regression
Corinna Cortes, Mehryar Mohri
Optimal Change-Detection and Spiking Neurons
Angela J. Yu
Optimal Single-Class Classification Strategies
Ran El-Yaniv, Mordechai Nisenson
Ordinal Regression by Extended Binary Classification
Ling Li, Hsuan-tien Lin
PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier
Alexandre Lacasse, François Laviolette, Mario Marchand et al.
Parameter Expanded Variational Bayesian Methods
Tommi S. Jaakkola, Yuan Qi
Part-based Probabilistic Point Matching using Equivalence Constraints
Graham Mcneill, Sethu Vijayakumar
Particle Filtering for Nonparametric Bayesian Matrix Factorization
Frank Wood, Thomas L. Griffiths
PG-means: learning the number of clusters in data
Yu Feng, Greg Hamerly
Predicting spike times from subthreshold dynamics of a neuron
Ryota Kobayashi, Shigeru Shinomoto
Prediction on a Graph with a Perceptron
Mark Herbster, Massimiliano Pontil
Randomized PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension
Manfred K. Warmuth, Dima Kuzmin
Real-time adaptive information-theoretic optimization of neurophysiology experiments
Jeremy Lewi, Robert Butera, Liam Paninski
Recursive Attribute Factoring
David Cohn, Deepak Verma, Karl Pfleger
Recursive ICA
Honghao Shan, Lingyun Zhang, Garrison W. Cottrell