Search Machine Learning Repository:
All publications by William Bialek
authors venues years



Ambiguous Model Learning Made Unambiguous with 1/f Priors
Gurinder S. Atwal and William Bialek
Advances in Neural Information Processing Systems 16, 2003


Geometric Clustering Using the Information Bottleneck Method
Susanne Still, William Bialek and Léon Bottou
Advances in Neural Information Processing Systems 16, 2003


Optimal Manifold Representation of Data: An Information Theoretic Approach
Denis V. Chigirev and William Bialek
Advances in Neural Information Processing Systems 16, 2003


Maximally Informative Dimensions: Analyzing Neural Responses to Natural Signals
Tatyana Sharpee, Nicole C. Rust and William Bialek
Advances in Neural Information Processing Systems 15, 2002


An Information Theoretic Approach to the Functional Classification of Neurons
Elad Schneidman, William Bialek and Michael Ii
Advances in Neural Information Processing Systems 15, 2002


Spike timing and the coding of naturalistic sounds in a central auditory area of songbirds
B. D. Wright, Kamal Sen, William Bialek and A. J. Doupe
Advances in Neural Information Processing Systems 14, 2001


Entropy and Inference, Revisited
Ilya Nemenman, F. Shafee and William Bialek
Advances in Neural Information Processing Systems 14, 2001