Zhenhuan Yang
Zhenhuan Yang
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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
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
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
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
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
Differentially private empirical risk minimization for AUC maximization
P Wang, Z Yang, Y Lei, Y Ying, H Zhang
Neurocomputing 461, 419-437, 2021
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
Stochastic AUC optimization with general loss
Z Yang, W Shen, Y Ying, X Yuan
Communications on Pure & Applied Analysis 19 (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
Outlier robust adversarial training
S Hu, Z Yang, X Wang, Y Ying, S Lyu
Asian Conference on Machine Learning, 454-469, 2024
Robust covid-19 detection in ct images with clip
L Lin, YS Krubha, Z Yang, C Ren, X Wang, S Hu
arXiv preprint arXiv:2403.08947, 2024
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
Online optimization for residential PV-ESS energy system scheduling.
Z Yang, Y Ying, Q Min
Mathematical Foundations of Computing, 2019
Stability and Differential Privacy of Stochastic Gradient Methods
Z Yang
State University of New York at Albany, 2022
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