86 citations · 307 across the 40 of their papers we have counts for
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stat.ML2021
Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach
Sai Li, Tianxi Cai, Rui Duan
The limited representation of minorities and disadvantaged populations in large-scale clinical and genomics research has become a barrier to translating precision medicine research…
stat.ML2021★ 4 cited
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices
Doudou Zhou, Tianxi Cai, Junwei Lu
Matrix completion has attracted attention in many fields, including statistics, applied mathematics, and electrical engineering. Most of the works focus on the independent sampling…
stat.ML2020★ 3 cited
Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling
Jessica Gronsbell, Molei Liu, Lu Tian +1
In many contemporary applications, large amounts of unlabeled data are readily available while labeled examples are limited. There has been substantial interest in semi-supervised…