research
∙
07/07/2023
Optimal Learners for Realizable Regression: PAC Learning and Online Learning
In this work, we aim to characterize the statistical complexity of reali...
share
research
∙
02/11/2022
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability
We study the problem of semi-supervised learning of an adversarially-rob...
research
∙
02/12/2019
VC Classes are Adversarially Robustly Learnable, but Only Improperly
We study the question of learning an adversarially robust predictor. We ...
research
∙
10/03/2018
