Communication-efficient decentralized SGD (Pytorch)
☆23Mar 17, 2020Updated 6 years ago
Alternatives and similar repositories for MATCHA
Users that are interested in MATCHA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆48Sep 2, 2018Updated 8 years ago
- The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"☆36Mar 29, 2023Updated 3 years ago
- source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs☆11Jun 21, 2022Updated 4 years ago
- Source code for the paper "FedLess: Secure and Scalable Federated Learning Using Serverless Computing" (IEEE BigData 2021)☆14Jan 17, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- ☆46Mar 4, 2020Updated 6 years ago
- Code for the signSGD paper☆95Jan 12, 2021Updated 5 years ago
- Consensus Based Distributed Stochastic Gradient Descent☆11Jun 24, 2018Updated 8 years ago
- Code for paper "Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules"☆20Apr 19, 2024Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 4 years ago
- "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation☆30Feb 4, 2025Updated last year
- Federated posterior averaging implemented in JAX☆50Apr 13, 2023Updated 3 years ago
- [RSS 2024] Experiments for "iMESA: Incremental Distributed Optimization for Collaborative Simultaneous Localization and Mapping"☆10Mar 24, 2025Updated last year
- 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.
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆30Jul 25, 2024Updated 2 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆30Oct 27, 2023Updated 2 years ago
- ☆162Dec 23, 2022Updated 3 years ago
- ResNet18 on CIFAR10 reachs 95.09% Accuracy on TestSet☆15Feb 13, 2022Updated 4 years ago
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆33Oct 10, 2022Updated 3 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 5 years ago
- Secure and Scalable Federated Learning using Serverless Computing☆14Jan 31, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆74Dec 8, 2025Updated 8 months ago
- ☆22Apr 6, 2021Updated 5 years ago
- This Matlab package solves federated learning problems via inexact ADMM☆27Dec 19, 2024Updated last year
- Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization☆10Jan 18, 2017Updated 9 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…