| 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 | 50 | 2021 |
| 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 | 35 | 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 | 25 | 2022 |
| 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 | 23 | 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 | 19 | 2020 |
| Minimax auc fairness: Efficient algorithm with provable convergence Z Yang, YL Ko, KR Varshney, Y Ying Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11909 …, 2023 | 17 | 2023 |
| Differentially private empirical risk minimization for AUC maximization P Wang, Z Yang, Y Lei, Y Ying, H Zhang Neurocomputing 461, 419-437, 2021 | 12 | 2021 |
| Outlier robust adversarial training S Hu, Z Yang, X Wang, Y Ying, S Lyu Asian Conference on Machine Learning, 454-469, 2024 | 10 | 2024 |
| Robust covid-19 detection in ct images with clip L Lin, YS Krubha, Z Yang, C Ren, TD Le, I Amerini, X Wang, S Hu 2024 IEEE 7th International Conference on Multimedia Information Processing …, 2024 | 8 | 2024 |
| Stochastic AUC optimization with general loss Z Yang, W Shen, Y Ying, X Yuan Communications on Pure & Applied Analysis 19 (8), 2020 | 8 | 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 | 6 | 2020 |
| Fairness-aware differentially private collaborative filtering Z Yang, Y Ge, C Su, D Wang, X Zhao, Y Ying Companion Proceedings of the ACM Web Conference 2023, 927-931, 2023 | 3 | 2023 |
| Online optimization for residential PV-ESS energy system scheduling. Z Yang, Y Ying, Q Min Mathematical Foundations of Computing, 2019 | 3 | 2019 |
| Stability and Differential Privacy of Stochastic Gradient Methods Z Yang State University of New York at Albany, 2022 | | 2022 |
Yiming YingSchool of Mathematics and Statistics, University of SydneyBestätigte E-Mail-Adresse bei sydney.edu.au
