*** The Concept of i.i.d. (Independent and Identically Distributed) *** Think of i.i.d. as the "Golden Standard" for a clean, fair dataset. It ensures that every piece of information you collect ...

*** The Concept of i.i.d. (Independent and Identically Distributed) *** In probability and statistics, the concept of i.i.d. (Independent and Identically Distributed) is a cornerstone for many ...

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 ...

Abstract: With the rapid development of artificial intelligence and the increasing demand for privacy protection, federated learning has become a core paradigm for collaborative model training without ...