Sai Li

Transfer Learning for High-Dimensional Linear Regression: Prediction, Estimation and Minimax Optimality

Sai Li, Tommaso Cai, Hongzhe Li · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2021 · 141 citations · Full text

Engineering, Machine Learning, Data Science +13

Transfer Learning in Large-Scale Gaussian Graphical Models with False Discovery Rate Control

Sai Li, Tommaso Cai, Hongzhe Li · Journal of the American Statistical Association · 2022 · 50 citations · Full text

Adsorption mechanism of water molecules on hematite (1 0 4) surface and the hydration microstructure

Hongliang Zhang, Zhijie Xu, Daixiong Chen et al. · Applied Surface Science · 2021 · 48 citations

Adsorption Mechanism, Chemical Engineering, Engineering +10

Targeting underrepresented populations in precision medicine: A federated transfer learning approach

Sai Li, Tianxi Cai, Rui Duan · The Annals of Applied Statistics · 2023 · 41 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Estimation and Inference for High-Dimensional Generalized Linear Models with Knowledge Transfer

Sai Li, Linjun Zhang, Tommaso Cai et al. · Journal of the American Statistical Association · 2023 · 40 citations · Full text