Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries.

Arjun Nitin Bhagoji Daniel Cullina Vikash Sehwag Prateek Mittal

Published in: ICML (2021)

Keyphrases

cross entropy
lower bound
upper bound
maximum likelihood
log likelihood
objective function
error function
image segmentation
language modeling
optimal solution
linear combination
evaluation metrics