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20222026
most citedHigh-dimensional (Group) Adversarial Training in Linear Regression

1 citations · 1 across the 8 of their papers we have counts for

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stat.ML2023

Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning

Yiling Xie, Xiaoming Huo

We propose an adjusted Wasserstein distributionally robust estimator -- based on a nonlinear transformation of the Wasserstein distributionally robust (WDRO) estimator in statistic…

math.OC2023

Improved Rate of First Order Algorithms for Entropic Optimal Transport

Yiling Luo, Yiling Xie, Xiaoming Huo

This paper improves the state-of-the-art rate of a first-order algorithm for solving entropy regularized optimal transport. The resulting rate for approximating the optimal transpo…