TREGO: a Trust-Region Framework for Efficient Global Optimization

TREGO: a Trust-Region Framework for Efficient Global Optimization

18 January 2021

Youssef Diouane

Rodolophe Le Riche

Alexandre Scotto Di Perrotolo

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

13 / 13 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 62 1 0 02 Feb 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
LABCAT: Locally adaptive Bayesian optimization using principal-component-aligned trust regions E. Visser C. E. V. Daalen J. C. Schoeman 45 0 0 19 Nov 2023
Mastering the exploration-exploitation trade-off in Bayesian Optimization Antonio Candelieri 34 1 0 15 May 2023
Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow Victor Picheny Joel Berkeley Henry B. Moss Hrvoje Stojić Uri Granta ... Sergio Pascual-Diaz Stratis Markou Jixiang Qing Nasrulloh Loka Ivo Couckuyt 26 17 0 16 Feb 2023
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation Henry B. Moss Sebastian W. Ober Victor Picheny 32 24 0 24 Jan 2023
Local Bayesian optimization via maximizing probability of descent Quan Nguyen Kaiwen Wu Jacob R. Gardner Roman Garnett 25 23 0 21 Oct 2022
Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI) Alexander E. Siemenn Zekun Ren Qianxiao Li Tonio Buonassisi 46 23 0 26 Aug 2022
Bayesian Optimization with Informative Covariance Afonso Eduardo Michael U. Gutmann 24 3 0 04 Aug 2022
Approximate Nash Equilibrium Learning for n-Player Markov Games in Dynamic Pricing Larkin Liu 30 1 0 13 Jul 2022
A Globally Convergent Evolutionary Strategy for Stochastic Constrained Optimization with Applications to Reinforcement Learning Youssef Diouane Aurelien Lucchi Vihang Patil 29 3 0 21 Feb 2022
Revisiting Bayesian Optimization in the light of the COCO benchmark Rodolphe Le Riche Victor Picheny 19 26 0 30 Mar 2021