Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning.

L. P. Barnes Alex Dytso H. Vincent Poor

Published in: CoRR (2022)

Keyphrases

information theoretic
information bottleneck
mutual information
information theory
learning algorithm
supervised learning
unsupervised learning
learning problems
reinforcement learning
generalization bounds
image analysis
model selection
learning theory
generalization ability
statistical learning