On the impact of selected modern deep-learning techniques to the performance and celerity of classification models in an experimental high-energy physics use case

Giles Chatham Strong

Beginning from a basic neural-network architecture, we test the potential benefits offered by a range of advanced techniques for machine learning, in particular deep learning, in t…