Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"
☆21Dec 17, 2023Updated 2 years ago
Alternatives and similar repositories for GreedyFed
Users that are interested in GreedyFed are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆42Jun 30, 2022Updated 3 years ago
- ☆30Oct 24, 2023Updated 2 years ago
- Federated learning client selection☆21Feb 27, 2023Updated 3 years ago
- Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.☆12Jan 2, 2023Updated 3 years ago
- 一个轻量型联邦学习框架，支持支持本地仿真和实际部，支持通信参量、模型、数据的自由更改，支持通信及模型各种指标的观察 开发人员：Jiaxiang Geng/Songning Gao☆34Aug 5, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- [IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning☆20Dec 4, 2025Updated 4 months ago
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆47Feb 11, 2023Updated 3 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated last year
- Active Client Selection for Federated Learning☆49Apr 18, 2023Updated 2 years ago
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆35Apr 22, 2024Updated last year
- ☆11Dec 4, 2025Updated 4 months ago
- ☆74May 22, 2023Updated 2 years ago
- Source code for the paper "Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile…☆97Dec 15, 2025Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆28May 28, 2024Updated last year
- ☆33May 14, 2022Updated 3 years ago
- This is the official implementation of the ICML 2023 paper "Fair yet Asymptotically Equal Collaborative Learning"☆10May 29, 2023Updated 2 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆23Oct 12, 2023Updated 2 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)☆18Oct 15, 2023Updated 2 years ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆28Mar 7, 2024Updated 2 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆43Jun 27, 2023Updated 2 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 3 years ago
- 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.
- [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
- A novel algorithm that distributes training-time model rewards to incentivize client contributions for federated learning. (ICLR-2024)☆18May 6, 2024Updated last year
- Proof of concept for iMessage reactions UI using private API☆19Jan 17, 2025Updated last year
- 关于Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee这篇论文的详细代码解读☆11Dec 27, 2023Updated 2 years ago
- This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (…☆14Oct 26, 2023Updated 2 years ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 2 years ago
- Federated Learning (FL) experiment simulation in Python.☆22Mar 19, 2026Updated 3 weeks ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆34Aug 3, 2022Updated 3 years ago
- Python wrapper for the PBC (Pairing-Based Cryptography) library☆15Jan 16, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆27Jan 25, 2025Updated last year
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆181Feb 27, 2023Updated 3 years ago
- ☆93May 22, 2023Updated 2 years ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 5 years ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆12Feb 11, 2026Updated 2 months 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
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated last year