| A Simple Approach for Non-stationary Linear Bandits P Zhao, L Zhang, Y Jiang, ZH Zhou AISTATS 2020, 746-755, 2020 | 60 | 2020 |
| Dynamic Regret of Convex and Smooth Functions P Zhao, YJ Zhang, L Zhang, ZH Zhou NeurIPS 2020, 12510-12520, 2020 | 60 | 2020 |
| Label Distribution Learning by Optimal Transport P Zhao, ZH Zhou AAAI 2018, 4506-4513, 2018 | 56 | 2018 |
| Improving Deep Forest by Confidence Screening M Pang, KM Ting, P Zhao, ZH Zhou ICDM 2018, 1194-1199, 2018 | 54 | 2018 |
| Learning from Incomplete and Inaccurate Supervision ZY Zhang, P Zhao, Y Jiang, ZH Zhou KDD 2019, 1017-1025, 2019 | 49 | 2019 |
| Handling Concept Drift via Model Reuse P Zhao, LW Cai, ZH Zhou Machine Learning 109 (3), 533–568, 2020 | 45 | 2020 |
| Improved Analysis for Dynamic Regret of Strongly Convex and Smooth Functions P Zhao, L Zhang L4DC 2021, 48-59, 2021 | 27 | 2021 |
| Bandit Convex Optimization in Non-stationary Environments P Zhao, G Wang, L Zhang, ZH Zhou Journal of Machine Learning Research 22 (125), 1-45, 2021 | 25 | 2021 |
| Non-stationary Online Learning with Memory and Non-stochastic Control P Zhao, YX Wang, ZH Zhou AISTATS 2022, 2101-2133, 2022 | 24 | 2022 |
| Learning with Feature and Distribution Evolvable Streams ZY Zhang, P Zhao, Y Jiang, ZH Zhou ICML 2020, 11317-11327, 2020 | 24 | 2020 |
| Distribution-Free One-Pass Learning P Zhao, X Wang, S Xie, L Guo, ZH Zhou IEEE Transactions on Knowledge and Data Engineering 34 (3), 951-963, 2021 | 23 | 2021 |
| Multi-View Matrix Completion for Clustering with Side Information P Zhao, Y Jiang, ZH Zhou PAKDD 2017, 403-415, 2017 | 21 | 2017 |
| Nearest Neighbor Ensembles: An Effective Method for Difficult Problems in Streaming Classification with Emerging New Classes XQ Cai, P Zhao, KM Ting, X Mu, Y Jiang ICDM 2019, 970-975, 2019 | 18 | 2019 |
| Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits Y Tao, Y Wu, P Zhao, D Wang AISTATS 2022, 1546-1574, 2022 | 15 | 2022 |
| Dual Set Multi-Label Learning C Liu, P Zhao, SJ Huang, Y Jiang, ZH Zhou AAAI 2018, 3635-3642, 2018 | 15 | 2018 |
| Exploratory Machine Learning with Unknown Unknowns P Zhao, YJ Zhang, ZH Zhou AAAI 2021, 10999-11006, 2021 | 14 | 2021 |
| A Simple Online Algorithm for Competing with Dynamic Comparators YJ Zhang, P Zhao, ZH Zhou UAI 2020, 390-399, 2020 | 14 | 2020 |
| Non-stationary linear bandits revisited P Zhao, L Zhang Technical Note 2021, 2021 | 13 | 2021 |
| No-Regret Learning in Time-Varying Zero-Sum Games M Zhang, P Zhao, H Luo, ZH Zhou ICML 2022, 26772-26808, 2022 | 12 | 2022 |
| Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization P Zhao, YJ Zhang, L Zhang, ZH Zhou arXiv preprint arXiv:2112.14368, 2021 | 12 | 2021 |
Zhi-Hua ZhouNanjing UniversityVerified email at nju.edu.cn
