A Study of Bayesian Neural Network Surrogates for Bayesian Optimization

31 May 2023

Papers citing "A Study of Bayesian Neural Network Surrogates for Bayesian Optimization"

6 / 6 papers shown

Title
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index Qian Xie Raul Astudillo P. Frazier Ziv Scully Alexander Terenin 76 2 0 17 Jan 2025
Respecting the limit:Bayesian optimization with a bound on the optimal value Hanyang Wang Juergen Branke Matthias Poloczek 26 0 0 07 Nov 2024
Applying Multi-Fidelity Bayesian Optimization in Chemistry: Open Challenges and Major Considerations Edmund Judge Mohammed Azzouzi Austin M. Mroz Antonio del Rio Chanona Kim E. Jelfs AI4CE 13 0 0 11 Sep 2024
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 83 323 0 20 Sep 2021
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 401 0 06 Mar 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016