Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)
☆33Oct 10, 2022Updated 3 years ago
Alternatives and similar repositories for communication-in-cross-silo-fl
Users that are interested in communication-in-cross-silo-fl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 3 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Speech recognition with federated learning☆11Jan 9, 2020Updated 6 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆80Aug 15, 2020Updated 6 years ago
- ☆32Apr 8, 2020Updated 6 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.☆14May 31, 2021Updated 5 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Nov 7, 2022Updated 3 years ago
- Deep Federated Learning for Autonomous Driving (IV'22)☆39Apr 21, 2026Updated 4 months ago
- FedNAS: Federated Deep Learning via Neural Architecture Search☆54Jul 26, 2021Updated 5 years ago
- source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs☆11Jun 21, 2022Updated 4 years ago
- Implementation of FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning☆20Jan 4, 2024Updated 2 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.
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Dec 3, 2023Updated 2 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆21Jul 25, 2023Updated 3 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 2, 2023Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆229Oct 21, 2020Updated 5 years ago
- Gradient-Leakage Resilient Federated Learning☆15Jul 25, 2022Updated 4 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆69Mar 12, 2025Updated last year
- ☆162Dec 23, 2022Updated 3 years ago
- Communication-efficient decentralized SGD (Pytorch)☆23Mar 17, 2020Updated 6 years ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆36Mar 29, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Federated posterior averaging implemented in JAX☆50Apr 13, 2023Updated 3 years ago
- Galaxy Federated Learning Framework （星际联邦学习框架）☆252Jan 14, 2023Updated 3 years ago
- Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder…☆17Jul 1, 2020Updated 6 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆293May 7, 2025Updated last year
- Benchmarking Semi-supervised Federated Learning☆54Aug 14, 2022Updated 4 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆210Jun 13, 2021Updated 5 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- This Matlab package solves federated learning problems via inexact ADMM☆27Dec 19, 2024Updated last year
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official Code for PACFL AAAI 2023☆45Aug 6, 2023Updated 3 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- Official code implementation for "Personalized Federated Learning using Hypernetworks" [ICML 2021]☆199Feb 14, 2023Updated 3 years ago
- The code in order to implement FedProx (ICPP 2020)☆30Nov 19, 2020Updated 5 years ago
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Jul 18, 2024Updated 2 years ago
- distributed federated learning for pytorch☆14Mar 19, 2018Updated 8 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆58Feb 1, 2023Updated 3 years ago