| Stability and generalization of stochastic gradient methods for minimax problems Y Lei, Z Yang, T Yang, Y Ying International Conference on Machine Learning, 6175-6186, 2021 | 20 | 2021 |
| Stability and differential privacy of stochastic gradient descent for pairwise learning with non-smooth loss Z Yang, Y Lei, S Lyu, Y Ying International Conference on Artificial Intelligence and Statistics, 2026-2034, 2021 | 17 | 2021 |
| Stability and optimization error of stochastic gradient descent for pairwise learning W Shen, Z Yang, Y Ying, X Yuan Analysis and Applications 18 (05), 887-927, 2020 | 16 | 2020 |
| Simple stochastic and online gradient descent algorithms for pairwise learning Z Yang, Y Lei, P Wang, T Yang, Y Ying Advances in Neural Information Processing Systems 34, 20160-20171, 2021 | 10 | 2021 |
| Differentially private sgda for minimax problems Z Yang, S Hu, Y Lei, KR Vashney, S Lyu, Y Ying Uncertainty in Artificial Intelligence, 2192-2202, 2022 | 8 | 2022 |
| Differentially private empirical risk minimization for AUC maximization P Wang, Z Yang, Y Lei, Y Ying, H Zhang Neurocomputing 461, 419-437, 2021 | 8 | 2021 |
| Stochastic AUC optimization with general loss Z Yang, W Shen, Y Ying, X Yuan Communications on Pure & Applied Analysis 19 (8), 2020 | 6 | 2020 |
| Stochastic hard thresholding algorithms for AUC maximization Z Yang, B Zhou, Y Lei, Y Ying 2020 IEEE International Conference on Data Mining (ICDM), 741-750, 2020 | 5 | 2020 |
| Minimax AUC Fairness: Efficient Algorithm with Provable Convergence Z Yang, YL Ko, KR Varshney, Y Ying arXiv preprint arXiv:2208.10451, 2022 | 3 | 2022 |
| Online optimization for residential PV-ESS energy system scheduling Z Yang, Y Ying, Q Min Mathematical Foundations of Computing 2 (1), 55-71, 2019 | 2 | 2019 |
| Fairness-aware Differentially Private Collaborative Filtering Z Yang, Y Ge, C Su, D Wang, X Zhao, Y Ying arXiv preprint arXiv:2303.09527, 2023 | | 2023 |
| Stability and Differential Privacy of Stochastic Gradient Methods Z Yang State University of New York at Albany, 2022 | | 2022 |
| Outlier Robust Adversarial Training S Hu, Z Yang, X Wang, Y Ying, S Lyu | | |
Yiming YingProfessor, Department of Mathematics and Statistics, University at Albany, SUNYVerified email at albany.edu
