TREGO: a Trust-Region Framework for Efficient Global Optimization

18 January 2021

Papers citing "TREGO: a Trust-Region Framework for Efficient Global Optimization"

8 / 8 papers shown

Title
Adaptive Replication Strategies in Trust-Region-Based Bayesian Optimization of Stochastic Functions Mickael Binois Jeffrey Larson 74 0 0 29 Apr 2025
High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings R. Priem Y. Diouane N. Bartoli S. Dubreuil P. Saves 52 1 0 02 Feb 2025
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regions E. Visser C. E. V. Daalen J. C. Schoeman 29 0 0 19 Nov 2023
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation Henry B. Moss Sebastian W. Ober Victor Picheny 25 24 0 24 Jan 2023
Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI) Alexander E. Siemenn Zekun Ren Qianxiao Li Tonio Buonassisi 31 23 0 26 Aug 2022
Bayesian Optimization with Informative Covariance Afonso Eduardo Michael U. Gutmann 19 3 0 04 Aug 2022
Approximate Nash Equilibrium Learning for n-Player Markov Games in Dynamic Pricing Larkin Liu 25 1 0 13 Jul 2022
A Globally Convergent Evolutionary Strategy for Stochastic Constrained Optimization with Applications to Reinforcement Learning Youssef Diouane Aurélien Lucchi Vihang Patil 19 3 0 21 Feb 2022