2 papers
hep-ex2020
The use of Convolutional Neural Networks for signal-background classification in Particle Physics experiments
Venkitesh Ayyar, Wahid Bhimji, Lisa Gerhardt +2
The success of Convolutional Neural Networks (CNNs) in image classification has prompted efforts to study their use for classifying image data obtained in Particle Physics experime…
cs.LG2018
Graph Neural Networks for IceCube Signal Classification
Nicholas Choma, Federico Monti, Lisa Gerhardt +7
Tasks involving the analysis of geometric (graph- and manifold-structured) data have recently gained prominence in the machine learning community, giving birth to a rapidly develop…