ML Anthology

Lewicki, Michael S.

14 publications

NeurIPS 2006 A Theory of Retinal Population Coding Eizaburo Doi, Michael S. Lewicki
NeurIPS 2005 A Theoretical Analysis of Robust Coding over Noisy Overcomplete Channels Eizaburo Doi, Doru C. Balcan, Michael S. Lewicki
NeurIPS 2005 Is Early Vision Optimized for Extracting Higher-Order Dependencies? Yan Karklin, Michael S. Lewicki
NeurIPS 2004 Learning Efficient Auditory Codes Using Spikes Predicts Cochlear Filters Evan C. Smith, Michael S. Lewicki
NeurIPS 2004 Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units Eizaburo Doi, Michael S. Lewicki
NeurIPS 2002 A Model for Learning Variance Components of Natural Images Yan Karklin, Michael S. Lewicki
NeCo 2000 Learning Overcomplete Representations Michael S. Lewicki, Terrence J. Sejnowski
NeurIPS 2000 Learning Sparse Image Codes Using a Wavelet Pyramid Architecture Bruno A. Olshausen, Phil Sallee, Michael S. Lewicki
NeurIPS 1998 Coding Time-Varying Signals Using Sparse, Shift-Invariant Representations Michael S. Lewicki, Terrence J. Sejnowski
NeurIPS 1998 Unsupervised Classification with Non-Gaussian Mixture Models Using ICA Te-Won Lee, Michael S. Lewicki, Terrence J. Sejnowski
NeurIPS 1997 Learning Nonlinear Overcomplete Representations for Efficient Coding Michael S. Lewicki, Terrence J. Sejnowski
NeurIPS 1996 Bayesian Unsupervised Learning of Higher Order Structure Michael S. Lewicki, Terrence J. Sejnowski
NeCo 1994 Bayesian Modeling and Classification of Neural Signals Michael S. Lewicki
NeurIPS 1993 Bayesian Modeling and Classification of Neural Signals Michael S. Lewicki