A tree-based radial basis function method for noisy parallel surrogate optimization

21 August 2019

Papers citing "A tree-based radial basis function method for noisy parallel surrogate optimization"

9 / 9 papers shown

Title
Bayesian Optimization with Gradients Jian Wu Matthias Poloczek A. Wilson P. Frazier 38 210 0 13 Mar 2017
The Parallel Knowledge Gradient Method for Batch Bayesian Optimization Jian Wu P. Frazier ODL BDL 26 223 0 14 Jun 2016
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions Amar Shah Zoubin Ghahramani 44 159 0 23 Nov 2015
Batch Bayesian Optimization via Local Penalization Javier I. González Zhenwen Dai Philipp Hennig Neil D. Lawrence 46 353 0 29 May 2015
Simple regret for infinitely many armed bandits Alexandra Carpentier Michal Valko 144 87 0 18 May 2015
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration E. Contal David Buffoni Alexandre Robicquet Nicolas Vayatis 44 213 0 19 Apr 2013
Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization Thomas Desautels Andreas Krause J. W. Burdick 78 471 0 27 Jun 2012
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 268 7,883 0 13 Jun 2012
X-Armed Bandits Sébastien Bubeck Rémi Munos Gilles Stoltz Csaba Szepesvari 112 383 0 25 Jan 2010