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

Vudtiwat Ngampruetikorn David J. Schwab

Published in: NeurIPS (2022)

Keyphrases

information bottleneck
high dimensional
information theoretic
regression model
information bottleneck method
optimal solution
low dimensional
mutual information
gaussian processes
support vector regression
belief functions