2 papers
cs.DC2021
Cloud to Ground Secured Computing: User Experiences on the Transition from Cloud-Based to Locally-Sited Hardware
Carolyn Ellis, Matthew Route, Christopher Phillips +2
The application of high-performance computing (HPC) processes, tools, and technologies to Controlled Unclassified Information (CUI) creates both opportunities and challenges. Build…
cs.LG2020
The Shooting Regressor; Randomized Gradient-Based Ensembles
Nicholas Smith
An ensemble method is introduced that utilizes randomization and loss function gradients to compute a prediction. Multiple weakly-correlated estimators approximate the gradient at…