Software

Generalized_ICA.zip - Matlab implementation of 
A. Painsky, S. Rosset and M. Feder, "Generalized Independent Component Analysis Over Finite Alphabets", Transactions on Information Theory, 2015

compressing_random_forests.rar - Matlab imlementation of
A. Painsky and S.Rosset, "Compressing Random Forests", International Conference on Data Mining (ICDM), 2016

trees online.zip - Matlab imlementation of
A. Painsky and S.Rosset, "Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance", TPAMI, 2016

Gaussian LB for IB Limit.zip - Matlab implementation of 
A. Painsky and N. Tishby, "Gaussian Lower Bound for the Information Bottleneck Limit", JMLR, 2017

ITCCA.zip - Matlab implementation of 
A. Painsky, M. Feder and N. Tishby, "Non-linear Canonical Correlation Analysis: An Information Theoretic Approach, submitted to JMLR, 2018


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Gaussian LB for IB Limit.zip
(3k)
Amichai Painsky,
Nov 26, 2017, 1:07 AM
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Generalized_ICA.zip
(47k)
Amichai Painsky,
May 26, 2015, 5:34 AM
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ITCCA.zip
(13416k)
Amichai Painsky,
Oct 5, 2018, 4:56 AM
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compressing_random_forests.rar
(16k)
Amichai Painsky,
Sep 20, 2016, 1:27 PM
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trees online.zip
(2100k)
Amichai Painsky,
Dec 5, 2016, 4:30 AM
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