564612540 / FedPDLinks
Federated Primal-Dual Algorithm
☆16Updated 4 years ago
Alternatives and similar repositories for FedPD
Users that are interested in FedPD are comparing it to the libraries listed below
Sorting:
- Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]☆57Updated 3 years ago
- SCAFFOLD and FedAvg implementation☆60Updated 4 years ago
- ☆31Updated 3 years ago
- ☆23Updated last year
- Implementation of Compressed SGD with Compressed Gradients in Pytorch☆13Updated last year
- Salvaging Federated Learning by Local Adaptation☆56Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆85Updated 3 years ago
- ☆17Updated 4 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆84Updated 5 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆28Updated 3 months ago
- Implementation of FedDR algorithm for federated learning.☆12Updated 3 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆191Updated 4 months ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆18Updated 5 years ago
- This Matlab package solves federated learning problems via inexact ADMM☆27Updated 8 months ago
- Code for Personalized Federated Learning with Gaussian Processes☆34Updated 3 years ago
- Federated Learning package☆21Updated 4 years ago
- ☆96Updated 3 years ago
- ☆77Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆240Updated last year
- On the Convergence of FedAvg on Non-IID Data☆266Updated 2 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆249Updated last year
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Updated 4 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Updated last year
- ☆17Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Updated 2 years ago
- ☆29Updated 2 years ago
- Federated Learning using PyTorch. Second-Order for Federated Learning. (IEEE Transactions on Parallel and Distributed Systems 2022)☆18Updated 3 years ago
- vector quantization for stochastic gradient descent.☆35Updated 5 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆116Updated 4 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆28Updated 2 years ago