jinghuichen / FedCAMS
Github Repo for ICML 2022 paper: Communication-Efficient Adaptive Federated Learning
☆11Updated 2 years ago
Alternatives and similar repositories for FedCAMS:
Users that are interested in FedCAMS are comparing it to the libraries listed below
- ☆23Updated 3 years ago
- Federated Bilevel Optimization☆16Updated 2 years ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆29Updated 2 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆14Updated last year
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Updated 2 years ago
- ☆28Updated 2 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆42Updated last year
- ☆15Updated last year
- Federated Learning - PyTorch☆15Updated 3 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆25Updated last year
- Federated Dynamic Sparse Training☆29Updated 2 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- ☆40Updated last year
- This repo implements FedU, a multitask learning framework for federated learning☆27Updated 2 years ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆27Updated last year
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆53Updated last year
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆25Updated 11 months ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆20Updated last year
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆30Updated 2 years ago
- ☆28Updated 4 years ago
- ☆28Updated 5 years ago
- ☆33Updated 3 years ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆28Updated 2 years ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆21Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆17Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆17Updated 5 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Simplified Implementation of FedPAC☆51Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆18Updated last year