Search Results for author: Erik Orm Hellsten

Found 2 papers, 2 papers with code

Vanilla Bayesian Optimization Performs Great in High Dimensions

1 code implementation3 Feb 2024 Carl Hvarfner, Erik Orm Hellsten, Luigi Nardi

High-dimensional problems have long been considered the Achilles' heel of Bayesian optimization algorithms.

Bayesian Optimization

High-dimensional Bayesian Optimization with Group Testing

1 code implementation5 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.

Bayesian Optimization

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