Bayesian Optimization with Dimension Scheduling: Application to Biological Systems

17 November 2015

Papers citing "Bayesian Optimization with Dimension Scheduling: Application to Biological Systems"

9 / 9 papers shown

Title
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
Expected Coordinate Improvement for High-Dimensional Bayesian Optimization Dawei Zhan 54 5 0 18 Apr 2024
Anytime Model Selection in Linear Bandits Parnian Kassraie N. Emmenegger Andreas Krause Aldo Pacchiano 49 2 0 24 Jul 2023
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution Lixue Cheng Ziyi Yang Chang-Yu Hsieh Ben Liao Shengyu Zhang 27 6 0 19 May 2022
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis Kirill Antonov E. Raponi Hao Wang Carola Doerr 25 10 0 28 Apr 2022
Global Optimization of Gaussian processes Artur M. Schweidtmann D. Bongartz D. Grothe Tim Kerkenhoff Xiaopeng Lin J. Najman Alexander Mitsos 10 40 0 21 May 2020
High Dimensional Bayesian Optimization via Supervised Dimension Reduction Miao Zhang Huiqi Li Steven W. Su 19 44 0 21 Jul 2019
GPdoemd: a Python package for design of experiments for model discrimination Simon Olofsson Lukas Hebing Sebastian Niedenführ M. Deisenroth Ruth Misener 27 18 0 05 Oct 2018
Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches Simon Olofsson M. Deisenroth Ruth Misener 26 10 0 12 Feb 2018