desternylin / perfed
☆15Updated last year
Alternatives and similar repositories for perfed:
Users that are interested in perfed are comparing it to the libraries listed below
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆14Updated 2 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- ☆40Updated last year
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆14Updated last year
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Official implementation for paper "No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation", I…☆17Updated last year
- Diverse Client Selection for Federated Learning via Submodular Maximization☆29Updated 2 years ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆21Updated 2 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆22Updated 2 years ago
- ☆54Updated 3 years ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆25Updated 11 months ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆17Updated last year
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆55Updated last year
- ☆54Updated 2 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Updated 2 years ago
- Vertical Federated Learning with Multi Headed Split Neural Networks☆7Updated 3 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated last year
- Federated Learning with Partial Model Personalization☆42Updated 2 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Personalized Federated Learning under Mixture of Distributions☆18Updated last year
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆41Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆16Updated 5 years ago
- ☆9Updated last year
- Differentially Private Federated Learning on Heterogeneous Data☆60Updated 2 years ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆27Updated last year
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆22Updated 4 months ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 2 years ago
- A summay of existing works on vertical federated/split learning☆15Updated 3 years ago
- Code for Personalized Federated Learning with Gaussian Processes☆32Updated 2 years ago