IEEE

Federated Learning with Non Independent and Identically Distributed Data

Abstract: The aim of this article is to study the effect of different Federated Learning strategies with several non-IID (Independent and Identically Distributed) data distributions on the test ...
IEEE

Analysis of Aggregation Algorithms in Federated Learning for Non-Identically Distributed Data

Abstract: The paper covers issues of studying algorithms for aggregating local results for non-identically distributed data within the framework of federated machine learning. Federated learning ...