Targeting Underrepresented Populations in Precision Medicine: A
Federated Transfer Learning Approach

Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach

27 August 2021

Tianxi Cai

Papers citing "Targeting Underrepresented Populations in Precision Medicine: A Federated Transfer Learning Approach"

14 / 14 papers shown

Title
Transfer Learning under High-dimensional Generalized Linear Models Ye Tian Yang Feng 50 123 0 29 May 2021
Transfer Learning in Large-scale Gaussian Graphical Models with False Discovery Rate Control Sai Li T. Tony Cai Hongzhe Li 40 53 0 21 Oct 2020
Transfer Learning for High-dimensional Linear Regression: Prediction, Estimation, and Minimax Optimality Sai Li T. Tony Cai Hongzhe Li 53 162 0 18 Jun 2020
Heterogeneity-aware and communication-efficient distributed statistical inference R. Duan Y. Ning Yong Chen 8 68 0 20 Dec 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 444 4,285 0 23 Aug 2019
Transfer Learning for Nonparametric Classification: Minimax Rate and Adaptive Classifier AI T.TONYC EI Hongjiw 10 98 0 07 Jun 2019
Predicting with Proxies: Transfer Learning in High Dimension Hamsa Bastani 18 73 0 28 Dec 2018
Distributed Inference for Linear Support Vector Machine Xiaozhou Wang Zhuoyi Yang Xi Chen Weidong Liu 41 65 0 29 Nov 2018
Communication-efficient Distributed Sparse Linear Discriminant Analysis Lu Tian Quanquan Gu 29 23 0 15 Oct 2016
Efficient Distributed Learning with Sparsity Jialei Wang Mladen Kolar Nathan Srebro Tong Zhang FedML 52 151 0 25 May 2016
Optimal learning with $Q$ -aggregation Guillaume Lecué Philippe Rigollet FedML 65 47 0 25 Jan 2013
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 94 242 0 12 Mar 2010
High-dimensional generalized linear models and the lasso Sara van de Geer 288 755 0 04 Apr 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 241 2,527 0 07 Jan 2008