33 citations · 42 across the 13 of their papers we have counts for
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stat.ML2021★ 1 cited
A Law of Robustness for Weight-bounded Neural Networks
Hisham Husain, Borja Balle
Robustness of deep neural networks against adversarial perturbations is a pressing concern motivated by recent findings showing the pervasive nature of such vulnerabilities. One me…
cs.LG2021★ 1 cited
Regularized Policies are Reward Robust
Hisham Husain, Kamil Ciosek, Ryota Tomioka
Entropic regularization of policies in Reinforcement Learning (RL) is a commonly used heuristic to ensure that the learned policy explores the state-space sufficiently before overf…