Batch Bayesian Optimization via Local Penalization

Batch Bayesian Optimization via Local Penalization

29 May 2015

Javier I. González

Neil D. Lawrence

Papers citing "Batch Bayesian Optimization via Local Penalization"

13 / 13 papers shown

Title
Gradient-based Sample Selection for Faster Bayesian Optimization Qiyu Wei Haowei Wang Zirui Cao Songhao Wang Richard Allmendinger Mauricio A Álvarez 43 0 0 10 Apr 2025
Co-Learning Bayesian Optimization Zhendong Guo Yew-Soon Ong Tiantian He Haitao Liu 117 2 0 23 Jan 2025
An Adaptive Re-evaluation Method for Evolution Strategy under Additive Noise Catalin-Viorel Dinu Yash J. Patel X. Bonet-Monroig Hao Wang 33 0 0 25 Sep 2024
Bayesian Optimization for Synthetic Gene Design Javier I. González Joseph Longworth D. James Neil D. Lawrence 52 79 0 07 May 2015
Heteroscedastic Treed Bayesian Optimisation Yannis Assael Ziyun Wang Bobak Shahriari Nando de Freitas 45 48 0 27 Oct 2014
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions José Miguel Hernández-Lobato Matthew W. Hoffman Zoubin Ghahramani 71 646 0 10 Jun 2014
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration E. Contal David Buffoni Alexandre Robicquet Nicolas Vayatis 47 213 0 19 Apr 2013
Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization Thomas Desautels Andreas Krause J. W. Burdick 83 471 0 27 Jun 2012
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 283 7,883 0 13 Jun 2012
A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization A. Jalali J. Azimi Xiaoli Z. Fern Ruofei Zhang 66 9 0 30 Mar 2012
Hybrid Batch Bayesian Optimization J. Azimi A. Jalali Xiaoli Z. Fern 61 70 0 25 Feb 2012
Entropy Search for Information-Efficient Global Optimization Philipp Hennig Christian J. Schuler 97 671 0 06 Dec 2011
Dynamic Batch Bayesian Optimization J. Azimi A. Jalali Xiaoli Z. Fern 47 7 0 14 Oct 2011