Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces

2 July 2023

Papers citing "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"

5 / 5 papers shown

Title
Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions R. Battiti M. Brunato 54 0 0 18 Feb 2025
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings Aryan Deshwal Sebastian Ament Maximilian Balandat E. Bakshy J. Doppa David Eriksson 37 19 0 03 Mar 2023
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? Juliusz Ziomek Haitham Bou-Ammar 32 22 0 30 Jan 2023
Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Florian Hase Matteo Aldeghi Riley J. Hickman L. Roch Alán Aspuru-Guzik 43 103 0 26 Mar 2020
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 64 108 0 31 Jan 2020