Information-theoretic Online Memory Selection for Continual Learning.

Shengyang Sun Daniele Calandriello Huiyi Hu Ang Li Michalis K. Titsias

Published in: CoRR (2022)

Keyphrases

information theoretic
information bottleneck
online learning
mutual information
theoretic framework
information theory
prior knowledge
background knowledge
log likelihood
entropy measure
jensen shannon divergence