This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"
☆31Oct 15, 2023Updated 2 years ago
Alternatives and similar repositories for fl-ml
Users that are interested in fl-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆80Aug 15, 2020Updated 5 years ago
- ALL is a pre-training method based on Federated Meta-Learning and Reinforcement Learning, which is used to address the small-sample issue…☆12Jun 12, 2022Updated 3 years ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Feb 16, 2024Updated 2 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆87Jun 6, 2020Updated 5 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Jan 20, 2024Updated 2 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.
- [Paper][IJCAI2022] Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting☆34Jul 24, 2022Updated 3 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 3 years ago
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆11Jul 14, 2021Updated 4 years ago
- ☆20Feb 22, 2023Updated 3 years ago
- A Task of Fictitious Unlearning for VLMs☆27Apr 6, 2025Updated last year
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆11Dec 17, 2024Updated last year
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Mar 23, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Dec 13, 2023Updated 2 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- ☆42Dec 8, 2021Updated 4 years ago
- Implementation for the paper "Self-Attention Meta-Learner for Continual Learning" in PyTorch.☆13Feb 1, 2021Updated 5 years ago
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆46Aug 24, 2022Updated 3 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,132Jan 25, 2026Updated 4 months ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- ☆18Jun 10, 2024Updated last year
- Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggre…☆11Feb 17, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Every work on Federated Learning Pruning☆23Feb 10, 2023Updated 3 years ago
- ☆53Dec 31, 2024Updated last year
- ☆13Feb 16, 2024Updated 2 years ago
- ☆12Jul 21, 2022Updated 3 years ago
- IJCAI-Personalized Federated Learning with Graph☆58May 27, 2023Updated 3 years ago
- Google Colaboratory useful notebooks☆10Dec 14, 2024Updated last year
- 『StanとRでベイズ統計モデリング』のPython/Pyroによる再現実装☆18Jan 31, 2019Updated 7 years ago
- From-Classification-to-Clinical☆13Apr 26, 2024Updated 2 years ago
- 1st place solution of 🦾😢 in https://www.kaggle.com/c/ai-medical-contest-2021/☆10Apr 2, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆10Feb 14, 2023Updated 3 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆32Oct 20, 2025Updated 7 months ago
- ☆23Aug 24, 2020Updated 5 years ago
- ☆14Mar 13, 2023Updated 3 years ago
- ☆10May 24, 2021Updated 5 years ago
- 这是本人使用python搭建的区块链demo，仅包含网络层，用于学习用途☆12May 11, 2018Updated 8 years ago
- ☆12Jan 30, 2025Updated last year