8 citations · 11 across the 7 of their papers we have counts for
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cs.CR2022
Fairness-aware Regression Robust to Adversarial Attacks
Yulu Jin, Lifeng Lai
In this paper, we take a first step towards answering the question of how to design fair machine learning algorithms that are robust to adversarial attacks. Using a minimax framewo…
cs.LG2022★ 2 cited
Efficiently Escaping Saddle Points in Bilevel Optimization
Minhui Huang, Xuxing Chen, Kaiyi Ji +2
Bilevel optimization is one of the fundamental problems in machine learning and optimization. Recent theoretical developments in bilevel optimization focus on finding the first-ord…