A supermartingale approach to Gaussian process based sequential design of experiments

3 August 2016

Papers citing "A supermartingale approach to Gaussian process based sequential design of experiments"

14 / 14 papers shown

Title
Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems Jack M. Buckingham Ivo Couckuyt Juergen Branke 40 0 0 30 Aug 2024
Computing conservative probabilities of rare events with surrogates Nicolas Bousquet 30 0 0 26 Mar 2024
Gaussian Processes on Distributions based on Regularized Optimal Transport F. Bachoc Louis Bethune Alberto González Sanz Jean-Michel Loubes GP OT 34 7 0 12 Oct 2022
Bayesian Optimization of Function Networks Raul Astudillo P. Frazier 32 36 0 31 Dec 2021
Continuous logistic Gaussian random measure fields for spatial distributional modelling Athénais Gautier D. Ginsbourger 19 0 0 06 Oct 2021
Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors Cédric Travelletti D. Ginsbourger N. Linde 30 3 0 08 Sep 2021
Sequential Bayesian optimal experimental design for structural reliability analysis C. Agrell Kristina Rognlien Dahl 21 21 0 01 Jul 2020
BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization Maximilian Balandat Brian Karrer Daniel R. Jiang Sam Daulton Benjamin Letham A. Wilson E. Bakshy 32 93 0 14 Oct 2019
Kernels over Sets of Finite Sets using RKHS Embeddings, with Application to Bayesian (Combinatorial) Optimization Poompol Buathong D. Ginsbourger Tipaluck Krityakierne BDL 29 22 0 09 Oct 2019
Knowledge Gradient for Selection with Covariates: Consistency and Computation Liang Ding L. Hong Haihui Shen Xiaowei Zhang BDL 13 27 0 12 Jun 2019
The Kalai-Smorodinski solution for many-objective Bayesian optimization M. Binois Victor Picheny P. Taillandier A. Habbal 24 17 0 18 Feb 2019
Bayesian Optimization with Expensive Integrands Saul Toscano-Palmerin P. Frazier 18 49 0 23 Mar 2018
Finite-dimensional Gaussian approximation with linear inequality constraints A. F. López-Lopera F. Bachoc N. Durrande O. Roustant 17 67 0 20 Oct 2017
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets Dario Azzimonti D. Ginsbourger C. Chevalier Julien Bect Y. Richet 27 43 0 22 Nov 2016