Information Bottleneck for Gaussian Variables

Chechik, Gal, Globerson, Amir, Tishby, Naftali, Weiss, Yair

Neural Information Processing Systems 

The problem of extracting the relevant aspects of data was addressed throughthe information bottleneck (IB) method, by (soft) clustering one variable while preserving information about another - relevance - variable.

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