Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)
☆15Jun 15, 2025Updated last year
Alternatives and similar repositories for clustered-federated-learning-via-gradient-based-partitioning
Users that are interested in clustered-federated-learning-via-gradient-based-partitioning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆22Jul 2, 2025Updated 11 months ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- Implement a crawler for Lianjia rental website and perform data analysis and visualization☆11Feb 28, 2025Updated last year
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repo provide code for paper "FedCBO: Reaching Consensus in Clustered Federated Learning through Consensus-based Optimization".☆11May 4, 2023Updated 3 years ago
- pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning☆10May 31, 2023Updated 3 years ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 6 months ago
- PyTorch implementation of federated learning on MNIST☆25Feb 19, 2024Updated 2 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆24May 22, 2024Updated 2 years ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Aug 6, 2023Updated 2 years ago
- Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"☆13Feb 10, 2025Updated last year
- ☆13May 17, 2024Updated 2 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Implementation of BapFL: You can Backdoor Attack Personalized Federated Learning☆15Sep 18, 2023Updated 2 years ago
- Code for paper "Towards Efficient Pareto Set Approximation via Weight-Ensembling Mixture of Experts"☆11Sep 13, 2024Updated last year
- Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"☆16Oct 2, 2024Updated last year
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated last year
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆17Feb 2, 2024Updated 2 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆13Dec 26, 2024Updated last year
- Connecting Interpretability and Robustness in Decision Trees through Separation☆17May 8, 2021Updated 5 years ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆13Feb 11, 2026Updated 4 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.
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆22Dec 26, 2024Updated last year
- ☆18Aug 19, 2024Updated last year
- A PyTorch based repository for Federate Learning with Differential Privacy☆19Mar 3, 2023Updated 3 years ago
- [AAAI 2025] Label-Free Backdoor Attacks in Vertical Federated Learning☆22Apr 14, 2025Updated last year
- Package to align tokens from different tokenizations.☆16Mar 25, 2024Updated 2 years ago
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated last year
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆23Apr 17, 2025Updated last year
- CodeQUEST is a generalizable framework which leverages LLMs to iteratively evaluate and enhance code quality across multiple dimensions f…☆17Feb 11, 2026Updated 4 months 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.
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 3 months ago
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆14Nov 2, 2023Updated 2 years ago
- ☆13Oct 15, 2025Updated 8 months ago
- ☆11Apr 18, 2020Updated 6 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- A Multi Layer Perceptron (MLP) Artificial Neural Network (ANN) Framework Developed in C for Machine Learning (ML) and Deep Learning (DL)☆11May 4, 2025Updated last year
- Top GitHub Repositories for AI and ML Enthusiasts☆12Jan 1, 2025Updated last year