Zhou Zhai

According to our database, Zhou Zhai authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Global Model Selection via Solution Paths for Robust Support Vector Machine.

Zhou Zhai, Bin Gu, Cheng Deng, Heng Huang

IEEE Trans. Pattern Anal. Mach. Intell., March, 2025

Global Model Selection for Semi-Supervised Support Vector Machine via Solution Paths.

Yajing Fan, Shuyang Yu, Bin Gu, Ziran Xiong, Zhou Zhai, Heng Huang, Yi Chang

IEEE Trans. Neural Networks Learn. Syst., February, 2025

2024

Kernel Path for Semisupervised Support Vector Machine.

Zhou Zhai, Heng Huang, Bin Gu

IEEE Trans. Neural Networks Learn. Syst., February, 2024

Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization.

Zhou Zhai, Wanli Shi, Heng Huang, Yi Chang, Bin Gu

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Kernel Path for ν-Support Vector Classification.

Bin Gu, Ziran Xiong, Xiang Li, Zhou Zhai, Guansheng Zheng

IEEE Trans. Neural Networks Learn. Syst., 2023

Faster Fair Machine via Transferring Fairness Constraints to Virtual Samples.

Zhou Zhai, Lei Luo, Heng Huang, Bin Gu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Towards Fairer Classifier via True Fairness Score Path.

Bin Gu, Zhou Zhai, Xiang Li, Heng Huang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Efficient Active Learning by Querying Discriminative and Representative Samples and Fully Exploiting Unlabeled Data.

Bin Gu, Zhou Zhai, Cheng Deng, Heng Huang

IEEE Trans. Neural Networks Learn. Syst., 2021

Learning Sampling Policy for Faster Derivative Free Optimization.

Zhou Zhai, Bin Gu, Heng Huang

CoRR, 2021

Finding Age Path of Self-Paced Learning.

Bin Gu, Zhou Zhai, Xiang Li, Heng Huang

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Safe Sample Screening for Robust Support Vector Machine.

Zhou Zhai, Bin Gu, Xiang Li, Heng Huang

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