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Peng Zhao
Title
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Cited by
Year
Dynamic Regret of Convex and Smooth Functions
P Zhao, YJ Zhang, L Zhang, ZH Zhou
NeurIPS 2020, 12510-12520, 2020
902020
A Simple Approach for Non-stationary Linear Bandits
P Zhao, L Zhang, Y Jiang, ZH Zhou
AISTATS 2020, 746-755, 2020
842020
Label Distribution Learning by Optimal Transport
P Zhao, ZH Zhou
AAAI 2018, 4506-4513, 2018
722018
Improving Deep Forest by Confidence Screening
M Pang, KM Ting, P Zhao, ZH Zhou
ICDM 2018, 1194-1199, 2018
642018
Handling Concept Drift via Model Reuse
P Zhao, LW Cai, ZH Zhou
Machine Learning 109 (3), 533–568, 2020
632020
Learning from Incomplete and Inaccurate Supervision
ZY Zhang, P Zhao, Y Jiang, ZH Zhou
KDD 2019, 1017-1025, 2019
612019
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
432021
Improved Analysis for Dynamic Regret of Strongly Convex and Smooth Functions
P Zhao, L Zhang
L4DC 2021, 48-59, 2021
432021
Learning with Feature and Distribution Evolvable Streams
ZY Zhang, P Zhao, Y Jiang, ZH Zhou
ICML 2020, 11317-11327, 2020
422020
Non-stationary Online Learning with Memory and Non-stochastic Control
P Zhao, YX Wang, ZH Zhou
AISTATS 2022, 2101-2133, 2022
412022
No-Regret Learning in Time-Varying Zero-Sum Games
M Zhang, P Zhao, H Luo, ZH Zhou
ICML 2022, 26772-26808, 2022
332022
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
322021
Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization
P Zhao, YJ Zhang, L Zhang, ZH Zhou
Journal of Machine Learning Research 25 (98), 1-52, 2024
312024
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
282019
Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits
Y Tao, Y Wu, P Zhao, D Wang
AISTATS 2022, 1546-1574, 2022
252022
Storage Fit Learning with Feature Evolvable Streams
BJ Hou, YH Yan, P Zhao, ZH Zhou
AAAI 2021, 7729-7736, 2021
232021
Multi-View Matrix Completion for Clustering with Side Information
P Zhao, Y Jiang, ZH Zhou
PAKDD 2017, 403-415, 2017
232017
Adapting to Online Label Shift with Provable Guarantees
Y Bai, YJ Zhang, P Zhao, M Sugiyama, ZH Zhou
NeurIPS 2022, 29960-29974, 2022
222022
Exploratory Machine Learning with Unknown Unknowns
P Zhao, YJ Zhang, ZH Zhou
AAAI 2021, 10999-11006, 2021
202021
Dual Set Multi-Label Learning
C Liu, P Zhao, SJ Huang, Y Jiang, ZH Zhou
AAAI 2018, 3635-3642, 2018
182018
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Articles 1–20