2 papers
cs.LG2025
Encoded Spatial Attribute in Multi-Tier Federated Learning
Asfia Kawnine, Francis Palma, Seyed Alireza Rahimi Azghadi +1
This research presents an Encoded Spatial Multi-Tier Federated Learning approach for a comprehensive evaluation of aggregated models for geospatial data. In the client tier, encodi…
cs.LG2023
Evaluating Multi-Global Server Architecture for Federated Learning
Asfia Kawnine, Hung Cao, Atah Nuh Mih +1
Federated learning (FL) with a single global server framework is currently a popular approach for training machine learning models on decentralized environment, such as mobile devi…