Research
Research
Asymptotic Behavior of Adversarial Training Estimator under $\ell_\infty$-Perturbation.
Yiling Xie, Xiaoming Huo
Journal of the American Statistical Association, Theory and Methods, 2025
Finalist, IISE Data Analytics & Information Systems Best Student Paper Competition, 2024
High-dimensional (Group) Adversarial Training in Linear Regression.
Yiling Xie, Xiaoming Huo
The 38th Conference on Neural Information Processing Systems, 2024
First Place, Doctoral Student Poster Competition, Georgia Statistics Day, 2024
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning.
Yiling Xie, Xiaoming Huo
Journal of Machine Learning Research, 2024
Fan Favorite Award, CMU YinzOR Conference Flash Talk Competition, 2024
Improved Rate of Stochastic Algorithms for Optimal Transport.
Yiling Luo, Yiling Xie, Xiaoming Huo.
The 26th International Conference on Artificial Intelligence and Statistics, 2023
[article]
Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm.
Yiling Xie, Yiling Luo, Xiaoming Huo
Transactions on Machine Learning Research, 2023
Early Version Accepted to NeurIPS Optimization for Machine Learning Workshop, 2022
An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem.
Yiling Xie, Yiling Luo, Xiaoming Huo
Second Place, INFORMS Data Mining Society Best Student Paper Award Competition, 2023