Alternatives and similar repositories for PerAda

Users that are interested in PerAda are comparing it to the libraries listed below

• facebookresearch / where_to_begin
  Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
  ☆25Updated 2 years ago
• VITA-Group / MaT-FL
  [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …
  ☆13Updated last year
• naderAsadi / FedAvg
  Simple implementation of FedAvg, a Federated Learning algorithm.
  ☆29Updated last year
• shams-sam / FedOptim
  Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
  ☆14Updated 3 years ago
• royson / fedl2p
  [NeurIPS'23] FedL2P: Federated Learning to Personalize
  ☆22Updated last year
• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆49Updated 2 years ago
• SMILELab-FL / FedNoisy
  Benchmark for federated noisy label learning
  ☆23Updated 10 months ago
• UbiquitousLearning / FeS
  Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.
  ☆16Updated last year
• LINs-lab / FedTHE
  [ICLR 2023] Test-time Robust Personalization for Federated Learning
  ☆53Updated last year
• EricLoong / feddip
  The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'
  ☆12Updated 11 months ago
• Zoesgithub / FedReg
  ☆28Updated last year
• MultimodalMI / Multimodal-membership-inference
  ☆19Updated 2 years ago
• facebookresearch / FL_partial_personalization
  Federated Learning with Partial Model Personalization
  ☆43Updated 3 years ago
• epfml / byzantine-robust-decentralized-optimizer
  ☆13Updated 3 years ago
• watml / Fed-MGDA
  ☆28Updated 3 years ago
• google-research / DP-FTRL
  DP-FTRL from "Practical and Private (Deep) Learning without Sampling or Shuffling" for centralized training.
  ☆29Updated last month
• geehokim / FedACG
  (CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient
  ☆35Updated last year
• LINs-lab / FedBR
  [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction
  ☆27Updated last year
• zibinpan / FedLF
  ☆15Updated 9 months ago
• amitport / EDEN-Distributed-Mean-Estimation
  This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…
  ☆14Updated 2 years ago
• diaoenmao / SemiFL-Semi-Supervised-Federated-Learning-for-Unlabeled-Clients-with-Alternate-Training
  [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training
  ☆41Updated last year
• google-research / public-data-in-dpfl
  ☆22Updated 2 years ago
• illidanlab / FADE
  [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …
  ☆26Updated 2 years ago
• guobbin / PFL-MoE
  Federated Learning - PyTorch
  ☆14Updated 4 years ago
• shangxinyi / FEDIC
  ☆20Updated 3 years ago
• hongliny / FedAc-NeurIPS20
  Code for "Federated Accelerated Stochastic Gradient Descent" (NeurIPS 2020)
  ☆15Updated 4 years ago
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆57Updated 2 years ago
• zewei-long / fedcon-pytorch
  A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.
  ☆21Updated 3 years ago
• layer6ai-labs / ProxyFL
  Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
  ☆79Updated 2 years ago
• omarfoq / knn-per
  Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)
  ☆42Updated 2 years ago