77 citations · 197 across the 20 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Explainable Deep Learning-based Classification of Wolff-Parkinson-White Electrocardiographic Signals
Alice Ragonesi, Stefania Fresca, Karli Gillette +3
Wolff-Parkinson-White (WPW) syndrome is a cardiac electrophysiology (EP) disorder caused by the presence of an accessory pathway (AP) that bypasses the atrioventricular node, faste…
cs.LG2025
HypeRL: Hypernetwork-Based Reinforcement Learning for Control of Parametrized Dynamical Systems
Nicolò Botteghi, Stefania Fresca, Mengwu Guo +1
In this work, we devise a new, general-purpose reinforcement learning strategy for the optimal control of parametric dynamical systems. Such problems frequently arise in applied sc…