Unleashing the Potential of Acquisition Functions in High-Dimensional
Bayesian Optimization

Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization

16 February 2023

Zheng Wang

Papers citing "Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization"

4 / 4 papers shown

Title
Unexpected Improvements to Expected Improvement for Bayesian Optimization Sebastian Ament Sam Daulton David Eriksson Maximilian Balandat E. Bakshy 59 70 0 08 Jan 2025
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences Miguel González Duque Richard Michael Simon Bartels Yevgen Zainchkovskyy Søren Hauberg Wouter Boomsma 44 4 0 07 Jun 2024
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 75 110 0 31 Jan 2020
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017