Paper-Conference

Boosting Asynchronous Decentralized Learning with Model Fragmentation

Apr 1, 2025

Practical Federated Learning without a Server

Feb 15, 2025

Fair Decentralized Learning

Feb 15, 2025

Efficient Pyramidal Analysis of Gigapixel Images on a Decentralized Modest Computer Cluster

Jan 1, 2025

Revisiting Ensembling in One-Shot Federated Learning

Dec 10, 2024

Energy-Aware Decentralized Learning with Intermittent Model Training

May 1, 2024

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

Jan 1, 2024

Get More for Less in Decentralized Learning Systems

Jul 1, 2023

Decentralized Learning Made Easy with DecentralizePy

Apr 1, 2023

ZS3: Marrying Static Analyzers and Constraint Solvers to Parallelize Loops in Managed Runtimes

Nov 1, 2022