mtuann / federated-learning-updated-papersLinks
Papers related to Federated Learning in all top venues
☆60Updated this week
Alternatives and similar repositories for federated-learning-updated-papers
Users that are interested in federated-learning-updated-papers are comparing it to the libraries listed below
Sorting:
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆148Updated this week
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆45Updated 4 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆148Updated last year
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆108Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Updated 3 months ago
- Personalized federated learning codebase for research☆411Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated last year
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆23Updated 10 months ago
- Simplified Implementation of FedPAC☆60Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Updated 2 years ago
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆130Updated 8 months ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆174Updated 3 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆18Updated 11 months ago
- ☆179Updated last year
- [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"☆31Updated last year
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Updated 11 months ago
- A curated repository for various papers in the domain of split learning.☆55Updated last year
- Differentially Private Federated Learning on Heterogeneous Data☆71Updated 3 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆61Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆157Updated 3 years ago
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆31Updated 2 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- Track Federated Learning Papers☆37Updated this week
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 3 weeks ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆56Updated 2 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆168Updated last year
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Updated 3 years ago
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Updated last year
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆76Updated 2 weeks ago
- Accenture Labs Federated Learning☆106Updated last year