Elastic Information Bottleneck

Information bottleneck is an information-theoretic principle of representation learning that aims to learn a maximally compressed representation that preserves as much information about labels as possible. Under this principle, two different methods have been proposed, i.e., information bottleneck (...

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Bibliographic Details
Main Authors: Yuyan Ni, Yanyan Lan, Ao Liu, Zhiming Ma
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/18/3352