17 citations · 28 across the 18 of their papers we have counts for
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stat.ML2020
A Le Cam Type Bound for Adversarial Learning and Applications
Qiuling Xu, Kevin Bello, Jean Honorio
Robustness of machine learning methods is essential for modern practical applications. Given the arms race between attack and defense methods, one may be curious regarding the fund…
stat.ML2020
Fairness constraints can help exact inference in structured prediction
Kevin Bello, Jean Honorio
Many inference problems in structured prediction can be modeled as maximizing a score function on a space of labels, where graphs are a natural representation to decompose the tota…