This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Federated Learning.
☆12Sep 2, 2022Updated 3 years ago
Alternatives and similar repositories for pFL-APPLE
Users that are interested in pFL-APPLE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆18May 5, 2026Updated 2 months ago
- ☆16Aug 25, 2021Updated 4 years ago
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆10Nov 19, 2021Updated 4 years ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆35Aug 3, 2022Updated 3 years ago
- fully ready experiments☆40Jul 18, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆20Apr 28, 2022Updated 4 years ago
- ☆41Dec 8, 2021Updated 4 years ago
- IJCAI-Personalized Federated Learning with Graph☆58May 27, 2023Updated 3 years ago
- 分类任务的 Focal Loss，PyTorch 实现☆10Jun 13, 2023Updated 3 years ago
- Asynchronous Federated Learning☆19Oct 5, 2021Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆73Dec 9, 2024Updated last year
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆29Mar 7, 2024Updated 2 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆79Aug 6, 2022Updated 3 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆22Nov 19, 2021Updated 4 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆14Aug 1, 2025Updated 11 months ago
- Contribution Measurement Experiment for Federated Learning☆10Jul 20, 2022Updated 4 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Dec 2, 2021Updated 4 years ago
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- Graph Knowledge Distillation☆13Mar 6, 2020Updated 6 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 4 years ago
- ☆18Sep 1, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- On Bridging Generic and Personalized Federated Learning for Image Classification☆16Feb 5, 2022Updated 4 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- Code for publication on FL incentive mechanism design☆11Sep 12, 2024Updated last year
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆70Jul 25, 2022Updated 3 years ago
- Salvaging Federated Learning by Local Adaptation☆56Jul 25, 2024Updated last year
- MXNet/Gluon implement of L-GM-Loss☆11Oct 17, 2018Updated 7 years ago
- [IJCNN 2021] FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning☆11Aug 21, 2021Updated 4 years ago
- Minimalist template for data science projects☆10Apr 29, 2023Updated 3 years ago
- ICML 2024 - Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning☆10Jul 16, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Jan 16, 2024Updated 2 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 3 years ago
- Code for AAAI 2019 Network Interpretability workshop paper☆16Jul 5, 2021Updated 5 years ago
- A repo about deep learning and PyTorch covering basics, projects and ideas☆11Jan 31, 2021Updated 5 years ago
- [CVPRW'22] A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.☆12Jul 7, 2022Updated 4 years ago
- Source code of FedPrompt☆16May 4, 2022Updated 4 years ago