Search Results for author: Julia Grosse

Found 2 papers, 0 papers with code

Optimistic Optimization of Gaussian Process Samples

no code implementations2 Sep 2022 Julia Grosse, Cheng Zhang, Philipp Hennig

Bayesian optimization is a popular formalism for global optimization, but its computational costs limit it to expensive-to-evaluate functions.

Bayesian Optimization Computational Efficiency

Probabilistic DAG Search

no code implementations16 Jun 2021 Julia Grosse, Cheng Zhang, Philipp Hennig

Exciting contemporary machine learning problems have recently been phrased in the classic formalism of tree search -- most famously, the game of Go.

Decision Making feature selection +1

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