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:
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆57Feb 1, 2023Updated 3 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 4 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆87Jun 6, 2020Updated 6 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Jan 20, 2024Updated 2 years ago
- [Paper][IJCAI2022] Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting☆33Jul 24, 2022Updated 4 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.
- List Flower resources☆12Feb 4, 2022Updated 4 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 4 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- ☆11Nov 13, 2022Updated 3 years ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Nov 12, 2024Updated last year
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆17Jan 21, 2024Updated 2 years ago
- Federated k-means clustering algorithm implementation and proof of concept.☆33Sep 7, 2021Updated 4 years ago
- ☆20Feb 22, 2023Updated 3 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.
- A Task of Fictitious Unlearning for VLMs☆27Apr 6, 2025Updated last year
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆12Dec 17, 2024Updated last year
- [MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning☆17Mar 23, 2022Updated 4 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 2024Updated 2 years ago
- Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learn…☆16Dec 27, 2022Updated 3 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Apr 29, 2024Updated 2 years ago
- ☆18Jun 10, 2024Updated 2 years ago
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆46Aug 24, 2022Updated 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.
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,152Jan 25, 2026Updated 6 months ago
- This is the repository of the CVPR 2025 paper: "Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across …☆23Mar 29, 2025Updated last year
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- 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
- Every work on Federated Learning Pruning☆22Feb 10, 2023Updated 3 years ago
- ☆21May 24, 2025Updated last year
- IJCAI-Personalized Federated Learning with Graph☆57May 27, 2023Updated 3 years ago
- Implementation for FedConv: A Learning-on-Model Paradigm for Heterogeneous Federated Clients☆28Aug 21, 2024Updated last year
- Download APKs from APKMirror.com☆12May 27, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆13Feb 16, 2024Updated 2 years ago
- Google Colaboratory useful notebooks☆10Dec 14, 2024Updated last year
- ☆52Dec 31, 2024Updated last year
- ☆12Jul 21, 2022Updated 4 years ago
- LibAFL 文档书 简体中文版☆17Mar 16, 2022Updated 4 years ago
- This MERN stack real estate application, uses Auth0 for login, it has the search functionality to look for properties listed for sale, an…☆10Jan 6, 2021Updated 5 years ago
- From-Classification-to-Clinical☆13Apr 26, 2024Updated 2 years ago