A portfolio approach to massively parallel Bayesian optimization

18 October 2021

Papers citing "A portfolio approach to massively parallel Bayesian optimization"

9 / 9 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
Advancing calibration for stochastic agent-based models in epidemiology with Stein variational inference and Gaussian process surrogates Connor Robertson C. Safta Nicholson T. Collier J. Ozik Jaideep Ray 58 0 0 26 Feb 2025
Gearing Gaussian process modeling and sequential design towards stochastic simulators M. Binois A. Fadikar Abby Stevens 77 0 0 10 Dec 2024
SCORE: A 1D Reparameterization Technique to Break Bayesian Optimization's Curse of Dimensionality Joseph Chakar 32 0 0 18 Jun 2024
Optimal Initialization of Batch Bayesian Optimization Jiuge Ren David Sweet 42 1 0 27 Apr 2024
Trajectory-oriented optimization of stochastic epidemiological models A. Fadikar M. Binois Nicholson T. Collier Abby Stevens K. Toh J. Ozik 37 7 0 06 May 2023
Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis Nicholson T. Collier Justin M. Wozniak Abby Stevens Y. Babuji M. Binois A. Fadikar Alexandra Würth Kyle Chard J. Ozik 45 9 0 27 Apr 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 20 17 0 16 Feb 2023
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017