Information Bottleneck Analysis by a Conditional Mutual Information Bound

Task-nuisance decomposition describes why the information bottleneck loss <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>I</mi><mo>(</mo><mi>z</mi><mo>;</mo><mi>x</mi><mo>)</mo><mo>−</mo><mi>β</mi><mi>I</mi><mo>(</mo><mi>z</mi><mo>;</mo><mi>y</...

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Bibliografiske detaljer

Principais autores:	Taro Tezuka, Shizuma Namekawa
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2021-07-01
Serier:	Entropy
Fag:	conditional mutual information information bottleneck deep learning
Online adgang:	https://www.mdpi.com/1099-4300/23/8/974
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