10 citations · 25 across the 23 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022
Physics Community Needs, Tools, and Resources for Machine Learning
Philip Harris, Erik Katsavounidis, William Patrick McCormack +18
Machine learning (ML) is becoming an increasingly important component of cutting-edge physics research, but its computational requirements present significant challenges. In this w…
hep-ex2022★ 9 cited
Model selection and signal extraction using Gaussian Process regression
Abhijith Gandrakota, Amitabh Lath, Alexandre V. Morozov +1
We present a novel computational approach for extracting weak signals, whose exact location and width may be unknown, from complex background distributions with an arbitrary functi…