A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets

Fatemeh Tavakoli; D. B. Emerson; Sana Ayromlou; John Taylor Jewell; Amrit Krishnan; Yuchong Zhang; Amol Verma; Fahad Razak

2024 MLHC MLHC 2024

A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Fatemeh Tavakoli, D. B. Emerson, Sana Ayromlou, John Taylor Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak

Topics

Artificial Intelligence > Learning Paradigms > Transfer Learning Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Domain Adaptation

Keywords

evaluation framework personalized federated learning checkpointing flamby benchmark heterogeneous clinical datasets perfcl

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