Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality.

Vudtiwat Ngampruetikorn David J. Schwab

Published in: CoRR (2022)

Keyphrases

information bottleneck
high dimensional
information theoretic
information bottleneck method
regression model
low dimensional
similarity measure
dimensionality reduction
multi feature
optimal solution
image features
model selection
structured data
belief functions