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cs.LG2024
DRACO: Decentralized Asynchronous Federated Learning over Row-Stochastic Wireless Networks
Eunjeong Jeong, Marios Kountouris
Recent developments and emerging use cases, such as smart Internet of Things (IoT) and Edge AI, have sparked considerable interest in the training of neural networks over fully dec…
cs.LG2024
A Latent Space Metric for Enhancing Prediction Confidence in Earth Observation Data
Ioannis Pitsiorlas, Argyro Tsantalidou, George Arvanitakis +2
This study presents a new approach for estimating confidence in machine learning model predictions, specifically in regression tasks utilizing Earth Observation (EO) data, with a p…