layer6ai-labs / ProxyFL
Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"
☆63Updated last year
Related projects: ⓘ
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆126Updated 2 years ago
- ☆15Updated last year
- Decentralized federated learning of deep neural networks on non-iid data☆37Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆57Updated 3 weeks ago
- Papers related to federated learning in top conferences (2020-2024).☆65Updated 2 months ago
- ☆27Updated last year
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆26Updated 11 months ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆64Updated 2 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆15Updated 2 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆67Updated 3 years ago
- This is official implementation of FedTP (TNNLS.2023) [https://ieeexplore.ieee.org/abstract/document/10130784].☆40Updated 8 months ago
- ☆110Updated this week
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆72Updated last year
- Official Code for PACFL AAAI 2023☆37Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆101Updated 4 months ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆160Updated 3 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆60Updated last year
- Codes for FedKD☆42Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆45Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆138Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆77Updated 2 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆27Updated 2 years ago
- ☆26Updated last year
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆77Updated last month
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆65Updated 2 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆15Updated 4 months ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆79Updated 4 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆52Updated last year
- ☆66Updated 2 years ago