personalized-federated-learning topic

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

CharlieDinh

Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)

omarfoq

Personalized federated learning codebase for research

microsoft

联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes

NUAA-SmartSensing

PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning

KarhouTam

Benchmark of federated learning. Dedicated to the community. 🤗

KarhouTam

Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)

omarfoq

PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach

KarhouTam

(SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)

vaseline555

[ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.

baowenxuan