Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic client participation
☆13Apr 28, 2024Updated 2 years ago
Alternatives and similar repositories for StoCFL
Users that are interested in StoCFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for EMNLP'24 paper - On Diversified Preferences of Large Language Model Alignment☆16Aug 6, 2024Updated 2 years ago
- Code for AISTATS'25 paper - On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond☆14Sep 23, 2025Updated last year
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated last year
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习（clustered federated learning, CFL）的新方法，该方法的特点是基于社区检测（community detection）来进…☆72Mar 29, 2023Updated 3 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.
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆189Mar 16, 2021Updated 5 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 3 years ago
- ☆11May 29, 2023Updated 3 years ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 10 months ago
- ☆11Sep 30, 2022Updated 4 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆24May 22, 2024Updated 2 years ago
- Official Code for PACFL AAAI 2023☆45Aug 6, 2023Updated 3 years ago
- Hardening Linux Server with Ansible ...☆10Dec 18, 2024Updated last year
- ☆22Aug 3, 2022Updated 4 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.
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated 2 years ago
- ☆14Feb 21, 2022Updated 4 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆15Dec 26, 2024Updated last year
- [WACV 2025] The official Pytorch implementation of MASA☆13Dec 20, 2025Updated 10 months ago
- ☆16Sep 9, 2024Updated 2 years ago
- ☆22Jul 20, 2022Updated 4 years ago
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated 2 years ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 7 months ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆13Feb 11, 2026Updated 8 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The Helm Charts for CryptPad☆14Oct 27, 2026Updated last week
- ☆14May 17, 2024Updated 2 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- SIIM/ISIC 2020 Challenge Winning Algorithm (All Data Are Ext)☆21Jul 24, 2023Updated 3 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆17Feb 2, 2024Updated 2 years ago
- The source code of HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph on IJCAI20…☆18Jan 2, 2022Updated 4 years ago
- Self-consolidating semantic memory for AI agents with Pydantic schemas, intelligent deduplication, and FAISS vector search.☆24Sep 29, 2026Updated last month
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆826Oct 20, 2025Updated last year
- ☆18Aug 5, 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.
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆23Jul 2, 2025Updated last year
- Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"☆16Oct 2, 2024Updated 2 years ago
- Codes for paper "ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations"☆17May 22, 2024Updated 2 years ago
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆17Oct 26, 2023Updated 3 years ago
- Produce results of federated algorithms on various benchmarks☆17Oct 11, 2024Updated 2 years ago
- This is an implementation demo of the IJCAI 2022 paper [Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation …☆21Nov 9, 2024Updated last year
- Benchmark for federated noisy label learning☆29Aug 31, 2024Updated 2 years ago