Wei Gao

44 papers A* 18B 1C 2Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Interpretation with baseline shapley value for feature groups on tree models.
Frontiers Comput. Sci.
Fan Xu, Zhijian Zhou, Jie Ni, Wei Gao
2025 A* conf
On the Diversity of Adversarial Ensemble Learning.
ICML
Jun-Qi Guo, Meng-Zhang Qian, Wei Gao, Zhi-Hua Zhou
2025 A* conf
On the Learning with Augmented Class via Forests.
IJCAI
Fan Xu, Wuyang Chen, Wei Gao
2025 J jnl
On the Learning with Augmented Class via Forests.
CoRR
Fan Xu, Wuyang Chen, Wei Gao
2025 A* conf
One-Pass Feature Evolvable Learning with Theoretical Guarantees.
ICML
Cun-Yuan Xing, Meng-Zhang Qian, Wuyang Chen, Wei Gao, Zhi-Hua Zhou
2023 A* conf
On the Gini-impurity Preservation For Privacy Random Forests.
NeurIPS
Xinran Xie, Man-Jie Yuan, Xuetong Bai, Wei Gao, Zhi-Hua Zhou
2022 J jnl
Analysis and Demonstration of First Cross-Support Interferometry Tracking in China Mars Mission.
Remote. Sens.
Songtao Han, Haijun Man, Mei Wang, Zhi-Hua Zhou, Jianfeng Cao, Wei Gao, Lue Chen, Jinsong Ping
2022 — conf
Data Removal from an AUC Optimization Model.
PAKDD (1)
Jie Li, Jun-Qi Guo, Wei Gao
2022 A* conf
Fast Provably Robust Decision Trees and Boosting.
ICML
Jun-Qi Guo, Ming-Zhuo Teng, Wei Gao, Zhi-Hua Zhou
2022 A* conf
On the Optimization of Margin Distribution.
IJCAI
Meng-Zhang Qian, Zheng Ai, Teng Zhang, Wei Gao
2022 J jnl
On the Optimization of Margin Distribution.
CoRR
Meng-Zhang Qian, Zheng Ai, Teng Zhang, Wei Gao
2022 J jnl
Towards convergence rate analysis of random forests for classification.
Artif. Intell.
Wei Gao, Fan Xu, Zhi-Hua Zhou
2022 J jnl
Towards understanding theoretical advantages of complex-reaction networks.
Neural Networks
Shao-Qun Zhang, Wei Gao, Zhi-Hua Zhou
2021 J jnl
On the noise estimation statistics.
Artif. Intell.
Wei Gao, Teng Zhang, Bin-Bin Yang, Zhi-Hua Zhou
2020 A* conf
AUC Optimization with a Reject Option.
AAAI
Song-Qing Shen, Bin-Bin Yang, Wei Gao
2020 A* conf
Towards Convergence Rate Analysis of Random Forests for Classification.
NeurIPS
Wei Gao, Zhi-Hua Zhou
2019 J jnl
Fast Multi-Instance Multi-Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Sheng-Jun Huang, Wei Gao, Zhi-Hua Zhou
2019 A* conf
On the Robust Splitting Criterion of Random Forest.
ICDM
Bin-Bin Yang, Wei Gao, Ming Li
2019 A* conf
Weighted Oblique Decision Trees.
AAAI
Bin-Bin Yang, Song-Qing Shen, Wei Gao
2018 J jnl
Learning safe multi-label prediction for weakly labeled data.
Mach. Learn.
Tong Wei, Lan-Zhe Guo, Yufeng Li, Wei Gao
2018 A* conf
Tri-net for Semi-Supervised Deep Learning.
IJCAI
Dongdong Chen, Wei Wang, Wei Gao, Zhi-Hua Zhou
2018 A* conf
Unorganized Malicious Attacks Detection.
NeurIPS
Ming Pang, Wei Gao, Min Tao, Zhi-Hua Zhou
2017 J jnl
Effects of the optimisation of the margin distribution on generalisation in deep architectures.
CoRR
Lech Szymanski, Brendan McCane, Wei Gao, Zhi-Hua Zhou
2017 A* conf
Efficient Label Contamination Attacks Against Black-Box Learning Models.
IJCAI
Mengchen Zhao, Bo An, Wei Gao, Teng Zhang
2016 J jnl
Dropout Rademacher complexity of deep neural networks.
Sci. China Inf. Sci.
Wei Gao, Zhi-Hua Zhou
2016 C conf
Learnability of Non-I.I.D.
ACML
Wei Gao, Xin-Yi Niu, Zhi-Hua Zhou
2016 J jnl
On the Consistency of Exact and Approximate Nearest Neighbor with Noisy Data.
CoRR
Wei Gao, Xin-Yi Niu, Zhi-Hua Zhou
2016 J jnl
One-pass AUC optimization.
Artif. Intell.
Wei Gao, Lu Wang, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou
2016 A* conf
Risk Minimization in the Presence of Label Noise.
AAAI
Wei Gao, Lu Wang, Yufeng Li, Zhi-Hua Zhou
2016 J jnl
Unorganized Malicious Attacks Detection.
CoRR
Ming Pang, Wei Gao, Min Tao, Zhi-Hua Zhou
2015 A* conf
On the Consistency of AUC Pairwise Optimization.
IJCAI
Wei Gao, Zhi-Hua Zhou
2015 C conf
One-Pass Multi-View Learning.
ACML
Yue Zhu, Wei Gao, Zhi-Hua Zhou
2014 J jnl
Dropout Rademacher Complexity of Deep Neural Networks.
CoRR
Wei Gao, Zhi-Hua Zhou
2014 A* conf
Fast Multi-Instance Multi-Label Learning.
AAAI
Sheng-Jun Huang, Wei Gao, Zhi-Hua Zhou
2013 J jnl
On the consistency of multi-label learning.
Artif. Intell.
Wei Gao, Zhi-Hua Zhou
2013 J jnl
On the doubt about margin explanation of boosting.
Artif. Intell.
Wei Gao, Zhi-Hua Zhou
2013 J jnl
One-Pass AUC Optimization
CoRR
Wei Gao, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou
2013 — conf
One-Pass AUC Optimization.
ICML (3)
Wei Gao, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou
2013 A* conf
Uniform Convergence, Stability and Learnability for Ranking Problems.
IJCAI
Wei Gao, Zhi-Hua Zhou
2012 J jnl
On the consistency of AUC Optimization
CoRR
Wei Gao, Zhi-Hua Zhou
2011 A* conf
On the Consistency of Multi-Label Learning.
COLT
Wei Gao, Zhi-Hua Zhou
2010 B conf
Approximation Stability and Boosting.
ALT
Wei Gao, Zhi-Hua Zhou
2010 J jnl
The kth, Median and Average Margin Bounds for AdaBoost
CoRR
Wei Gao, Zhi-Hua Zhou
2009 J jnl
On P-partitions related to ordinal sums of posets.
Eur. J. Comb.
Wei Gao, Qing-Hu Hou, Guoce Xin