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Zhi-Hua Zhou
Title
Cited by
Year
Multi-Class Imbalance Problem: A Multi-Objective Solution
YX He, DX Liu, SH Lyu, C Qian, ZH Zhou
Information Sciences, 121156, 2024
2024
Learnability with time-sharing computational resource concerns
ZH Zhou
National Science Review, nwae204, 2024
32024
Margin distribution and structural diversity guided ensemble pruning
YX He, YC Wu, C Qian, ZH Zhou
Machine Learning 113 (6), 3545-3567, 2024
42024
Tracking treatment effect heterogeneity in evolving environments
T Qin, LF Li, TZ Wang, ZH Zhou
Machine Learning 113 (6), 3653-3673, 2024
12024
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
LF Li, YJ Zhang, P Zhao, ZH Zhou
arXiv preprint arXiv:2405.17061, 2024
2024
Improved algorithm for adversarial linear mixture MDPs with bandit feedback and unknown transition
LF Li, P Zhao, ZH Zhou
International Conference on Artificial Intelligence and Statistics, 3061-3069, 2024
12024
Towards enabling learnware to handle heterogeneous feature spaces
P Tan, ZH Tan, Y Jiang, ZH Zhou
Machine Learning 113 (4), 1839-1860, 2024
72024
Learning Only When It Matters: Cost-Aware Long-Tailed Classification
YC He, YX Ding, HJ Ye, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 38 (11), 12411 …, 2024
2024
Safe Abductive Learning in the Presence of Inaccurate Rules
XW Yang, JJ Shao, WW Tu, YF Li, WZ Dai, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16361 …, 2024
32024
Towards Making Learnware Specification and Market Evolvable
JD Liu, ZH Tan, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13909 …, 2024
2024
Dynamic regret of adversarial MDPs with unknown transition and linear function approximation
LF Li, P Zhao, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13572 …, 2024
12024
On the Gini-impurity preservation for privacy random forests
XR Xie, MJ Yuan, X Bai, W Gao, ZH Zhou
Advances in Neural Information Processing Systems 36, 2024
22024
Dynamic regret of adversarial linear mixture MDPs
LF Li, P Zhao, ZH Zhou
Advances in Neural Information Processing Systems 36, 2024
42024
Rehearsal learning for avoiding undesired future
T Qin, TZ Wang, ZH Zhou
Advances in Neural Information Processing Systems 36, 2024
22024
Complex-valued neurons can learn more but slower than real-valued neurons via gradient descent
JH Wu, SQ Zhang, Y Jiang, ZH Zhou
Advances in Neural Information Processing Systems 36, 2024
22024
Universal online learning with gradient variations: A multi-layer online ensemble approach
YH Yan, P Zhao, ZH Zhou
Advances in Neural Information Processing Systems 36, 2024
62024
Stochastic approximation approaches to group distributionally robust optimization
L Zhang, P Zhao, ZH Zhuang, T Yang, ZH Zhou
Advances in Neural Information Processing Systems 36, 2024
52024
Weakly supervised AUC optimization: a unified partial AUC approach
Z Xie, Y Liu, HY He, M Li, ZH Zhou
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
22024
Beimingwu: A Learnware Dock System
ZH Tan, JD Liu, XD Bi, P Tan, QC Zheng, HT Liu, Y Xie, XC Zou, Y Yu, ...
arXiv preprint arXiv:2401.14427, 2024
12024
On the Intrinsic Structures of Spiking Neural Networks
SQ Zhang, JY Chen, JH Wu, G Zhang, H Xiong, B Gu, ZH Zhou
Journal of Machine Learning Research 25 (194), 1-74, 2024
2024
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Articles 1–20