A unified law of robustness for Bregman divergence losses.

Santanu Das Jatin Batra Piyush Srivastava

Published in: CoRR (2024)

Keyphrases

bregman divergences
mahalanobis distance
information theoretic
nearest neighbor
exponential family
cost sensitive
kl divergence
mutual information
theoretical guarantees
loss function
maximum entropy
learning theory
special case
worst case
principal component analysis