198 citations · 379 across the 15 of their papers we have counts for
Showing 2019 · cs.LGShow all
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cs.LG2019★ 10 cited
Convergence and Margin of Adversarial Training on Separable Data
Zachary Charles, Shashank Rajput, Stephen Wright +1
Adversarial training is a technique for training robust machine learning models. To encourage robustness, it iteratively computes adversarial examples for the model, and then re-tr…
cs.LG2019★ 13 cited
Bilinear Bandits with Low-rank Structure
Kwang-Sung Jun, Rebecca Willett, Stephen Wright +1
We introduce the bilinear bandit problem with low-rank structure in which an action takes the form of a pair of arms from two different entity types, and the reward is a bilinear f…