Wei Gao

Affiliations:

Nanjing University, National Key Laboratory for Novel Software Technology, China

According to our database¹, Wei Gao authored at least 34 papers between 2009 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Links

On csauthors.net:

Bibliography

2025

Interpretation with baseline shapley value for feature groups on tree models.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., May, 2025

2023

On the Gini-impurity Preservation For Privacy Random Forests.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Analysis and Demonstration of First Cross-Support Interferometry Tracking in China Mars Mission.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Towards understanding theoretical advantages of complex-reaction networks.

[BibT_eX]

[DOI]

Shao-Qun Zhang

Wei Gao

Zhi-Hua Zhou

Neural Networks, 2022

Towards convergence rate analysis of random forests for classification.

[BibT_eX]

[DOI]

Wei Gao

Fan Xu

Zhi-Hua Zhou

Artif. Intell., 2022

Data Removal from an AUC Optimization Model.

[BibT_eX]

[DOI]

Jie Li

Jun-Qi Guo

Wei Gao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

On the Optimization of Margin Distribution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Fast Provably Robust Decision Trees and Boosting.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

On the noise estimation statistics.

[BibT_eX]

[DOI]

Artif. Intell., 2021

2020

Towards Convergence Rate Analysis of Random Forests for Classification.

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

AUC Optimization with a Reject Option.

[BibT_eX]

[DOI]

Song-Qing Shen

Bin-Bin Yang

Wei Gao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Fast Multi-Instance Multi-Label Learning.

[BibT_eX]

[DOI]

Sheng-Jun Huang

Wei Gao

Zhi-Hua Zhou

IEEE Trans. Pattern Anal. Mach. Intell., 2019

On the Robust Splitting Criterion of Random Forest.

[BibT_eX]

[DOI]

Bin-Bin Yang

Wei Gao

Ming Li

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Weighted Oblique Decision Trees.

[BibT_eX]

[DOI]

Bin-Bin Yang

Song-Qing Shen

Wei Gao

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Learning safe multi-label prediction for weakly labeled data.

[BibT_eX]

[DOI]

Mach. Learn., 2018

Unorganized Malicious Attacks Detection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Tri-net for Semi-Supervised Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Effects of the optimisation of the margin distribution on generalisation in deep architectures.

[BibT_eX]

[DOI]

CoRR, 2017

Efficient Label Contamination Attacks Against Black-Box Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

On the Consistency of Exact and Approximate Nearest Neighbor with Noisy Data.

[BibT_eX]

[DOI]

Wei Gao

Xin-Yi Niu

Zhi-Hua Zhou

CoRR, 2016

Dropout Rademacher complexity of deep neural networks.

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

Sci. China Inf. Sci., 2016

One-pass AUC optimization.

[BibT_eX]

[DOI]

Artif. Intell., 2016

Learnability of Non-I.I.D.

[BibT_eX]

[DOI]

Wei Gao

Xin-Yi Niu

Zhi-Hua Zhou

Proceedings of The 8th Asian Conference on Machine Learning, 2016

Risk Minimization in the Presence of Label Noise.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

On the Consistency of AUC Pairwise Optimization.

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

One-Pass Multi-View Learning.

[BibT_eX]

[DOI]

Yue Zhu

Wei Gao

Zhi-Hua Zhou

Proceedings of The 7th Asian Conference on Machine Learning, 2015

2013

On the doubt about margin explanation of boosting.

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

Artif. Intell., 2013

On the consistency of multi-label learning.

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

Artif. Intell., 2013

Uniform Convergence, Stability and Learnability for Ranking Problems.

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

Proceedings of the IJCAI 2013, 2013

One-Pass AUC Optimization.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

On the consistency of AUC Optimization

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

CoRR, 2012

2010

The kth, Median and Average Margin Bounds for AdaBoost

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

CoRR, 2010

Approximation Stability and Boosting.

[BibT_eX]

[DOI]

Wei Gao

Zhi-Hua Zhou

Proceedings of the Algorithmic Learning Theory, 21st International Conference, 2010

2009

On P-partitions related to ordinal sums of posets.

[BibT_eX]

[DOI]

Wei Gao

Qing-Hu Hou

Guoce Xin

Eur. J. Comb., 2009

Wei Gao

Timeline

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On csauthors.net:

Bibliography

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