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Literature DB >> 33327417

Information Bottleneck: Theory and Applications in Deep Learning.

Abstract

The information bottleneck (IB) framework, proposed in [...].

Keywords: deep learning; information bottleneck; neural networks

Year: 2020 PMID： 33327417 PMCID： PMC7764901 DOI： 10.3390/e22121408

Source DB: PubMed Journal: Entropy (Basel) ISSN： 1099-4300 Impact factor: 2.524

11 in total

Authors: Alessandro Achille; Stefano Soatto
Journal: IEEE Trans Pattern Anal Mach Intell Date: 2018-01-10 Impact factor: 6.226

Authors: Borja Rodríguez Gálvez; Ragnar Thobaben; Mikael Skoglund
Journal: Entropy (Basel) Date: 2020-01-14 Impact factor: 2.524

Authors: Abdellatif Zaidi; Iñaki Estella-Aguerri; Shlomo Shamai Shitz
Journal: Entropy (Basel) Date: 2020-01-27 Impact factor: 2.524

Authors: Max Tegmark; Tailin Wu
Journal: Entropy (Basel) Date: 2019-12-19 Impact factor: 2.524

Authors: Ian Fischer; Alexander A Alemi
Journal: Entropy (Basel) Date: 2020-09-25 Impact factor: 2.524

Authors: Hlynur Jónsson; Giovanni Cherubini; Evangelos Eleftheriou
Journal: Entropy (Basel) Date: 2020-06-30 Impact factor: 2.524

Authors: Giulio Franzese; Monica Visintin
Journal: Entropy (Basel) Date: 2020-01-14 Impact factor: 2.524

Authors: Julius Kunze; Louis Kirsch; Hippolyt Ritter; David Barber
Journal: Entropy (Basel) Date: 2019-08-03 Impact factor: 2.524

Authors: Ian Fischer
Journal: Entropy (Basel) Date: 2020-09-08 Impact factor: 2.524

Authors: Bernhard C Geiger; Ian S Fischer
Journal: Entropy (Basel) Date: 2020-10-29 Impact factor: 2.524