1 code implementation • 3 Feb 2024 • Carl Hvarfner, Erik Orm Hellsten, Luigi Nardi
High-dimensional problems have long been considered the Achilles' heel of Bayesian optimization algorithms.
1 code implementation • 5 Oct 2023 • Erik Orm Hellsten, Carl Hvarfner, Leonard Papenmeier, Luigi Nardi
We propose a group testing approach to identify active variables to facilitate efficient optimization in these domains.