The Convex Information Bottleneck Lagrangian

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The Convex Information Bottleneck Lagrangian

25 November 2019

Borja Rodríguez Gálvez

Ragnar Thobaben

Mikael Skoglund

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Papers citing "The Convex Information Bottleneck Lagrangian"

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Title
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors Romain Chor Milad Sefidgaran Piotr Krasnowski 299 2 0 21 Feb 2025
An Information Criterion for Controlled Disentanglement of Multimodal Data Chenyu Wang Sharut Gupta Xinyi Zhang Sana Tonekaboni Stefanie Jegelka Tommi Jaakkola Caroline Uhler DRL 123 2 0 31 Oct 2024
On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views Milad Sefidgaran Iñaki Estella Aguerri S. Shamai 65 90 0 31 Jan 2020
Nonlinear Information Bottleneck Artemy Kolchinsky Brendan D. Tracey David Wolpert 107 157 0 06 May 2017