2 papers
cs.LG2020
Adversarial Training for EM Classification Networks
Tom Grimes, Eric Church, William Pitts +4
We present a novel variant of Domain Adversarial Networks with impactful improvements to the loss functions, training paradigm, and hyperparameter optimization. New loss functions…
cs.DC2020
Machine Learning Algorithms for Active Monitoring of High Performance Computing as a Service (HPCaaS) Cloud Environments
Gianluca Longoni, Ryan LaMothe, Jeremy Teuton +3
Cloud computing provides ubiquitous and on-demand access to vast reconfigurable resources that can meet any computational need. Many service models are available, but the Infrastru…