A comparison of mixed-variables Bayesian optimization approaches

30 October 2021

Papers citing "A comparison of mixed-variables Bayesian optimization approaches"

5 / 5 papers shown

Title
High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft P. Saves Y. Diouane N. Bartoli T. Lefebvre J. Morlier 17 5 0 10 Nov 2023
SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes P. Saves R. Lafage N. Bartoli Y. Diouane J. Bussemaker T. Lefebvre John T. Hwang J. Morlier J. Martins MoE 11 61 0 23 May 2023
Mastering the exploration-exploitation trade-off in Bayesian Optimization Antonio Candelieri 26 1 0 15 May 2023
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework E. Hellsten Artur L. F. Souza Johannes Lenfers Rubens Lacouture Olivia Hsu Adel Ejjeh Fredrik Kjolstad Michel Steuwer K. Olukotun Luigi Nardi 32 16 0 01 Dec 2022
A mixed-categorical correlation kernel for Gaussian process P. Saves Y. Diouane N. Bartoli T. Lefebvre J. Morlier GP 16 18 0 15 Nov 2022