2 papers
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.LG2020
Test Set Optimization by Machine Learning Algorithms
Kaiming Fu, Yulu Jin, Zhousheng Chen
Diagnosis results are highly dependent on the volume of test set. To derive the most efficient test set, we propose several machine learning based methods to predict the minimum am…