Targeting underrepresented populations in precision medicine: a federated transfer learning approach
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Publication:6138616
DOI10.1214/23-aoas1747arXiv2108.12112OpenAlexW3197203470MaRDI QIDQ6138616
Publication date: 16 January 2024
Published in: The Annals of Applied Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2108.12112
Cites Work
- Transfer Learning under High-dimensional Generalized Linear Models
- Exponential screening and optimal rates of sparse estimation
- Simultaneous analysis of Lasso and Dantzig selector
- High-dimensional generalized linear models and the lasso
- Optimal learning with \textit{Q}-aggregation
- Transfer learning for nonparametric classification: minimax rate and adaptive classifier
- A split-and-conquer approach for analysis of
- Heterogeneity-aware and communication-efficient distributed statistical inference
- Communication-Efficient Distributed Statistical Inference
- Transfer Learning for High-Dimensional Linear Regression: Prediction, Estimation and Minimax Optimality
- Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data
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