Symmetry-Breaking Bifurcations of the Information Bottleneck and Related Problems

In this paper, we investigate the bifurcations of solutions to a class of degenerate constrained optimization problems. This study was motivated by the Information Bottleneck and Information Distortion problems, which have been used to successfully cluster data in many different applications. In the...

Full description

Bibliographic Details
Main Authors: Albert E. Parker, Alexander G. Dimitrov
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/24/9/1231