Search Results for author: Alex Ulitsky

Found 1 papers, 0 papers with code

A Light-Weight Multi-Objective Asynchronous Hyper-Parameter Optimizer

no code implementations15 Feb 2022 Gabriel Maher, Stephen Boyd, Mykel Kochenderfer, Cristian Matache, Dylan Reuter, Alex Ulitsky, Slava Yukhymuk, Leonid Kopman

We describe a light-weight yet performant system for hyper-parameter optimization that approximately minimizes an overall scalar cost function that is obtained by combining multiple performance objectives using a target-priority-limit scalarizer.

Cannot find the paper you are looking for? You can Submit a new open access paper.