Weakly Supervised Learning Creates a Fusion of Modeling Cultures. - Chengliang Tang; Gan Yuan; Tian Zheng (CoRR, 2021)

Nuances in Margin Conditions Determine Gains in Active Learning. - Samory Kpotufe; Gan Yuan; Yunfan Zhao (AISTATS, 2022)

Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products. - Gan Yuan; Mingyue Xu; Samory Kpotufe; Daniel Hsu 001 (CoRR, 2023)

Regimes of No Gain in Multi-class Active Learning. - Gan Yuan; Yunfan Zhao; Samory Kpotufe (J. Mach. Learn. Res., 2024)

Topics on Machine Learning under Imperfect Supervision - Gan Yuan (2024)