Gan Yuan

According to our database, Gan Yuan authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

2026

Privacy-Preserving EHR Data Transformation via Geometric Operators: A Human-AI Co-Design Technical Report.

Maolin Wang, Beining Bao, Gan Yuan, Hongyu Chen, Bingkun Zhao, Baoshuo Kan, Jiming Xu, Qi Shi, Yinggong Zhao, Yao Wang, Wei Ying Ma, Jun Yan

CoRR, March, 2026

2025

Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products.

Gan Yuan, Mingyue Xu, Samory Kpotufe, Daniel Hsu

SIAM J. Math. Data Sci., 2025

2024

Topics on Machine Learning under Imperfect Supervision

Gan Yuan

PhD thesis, 2024

Regimes of No Gain in Multi-class Active Learning.

Gan Yuan, Yunfan Zhao, Samory Kpotufe

J. Mach. Learn. Res., 2024

2022

Nuances in Margin Conditions Determine Gains in Active Learning.

Samory Kpotufe, Gan Yuan, Yunfan Zhao

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Weakly Supervised Learning Creates a Fusion of Modeling Cultures.

Chengliang Tang, Gan Yuan, Tian Zheng

CoRR, 2021