Choice functions based multi-objective Bayesian optimisation

15 October 2021

Papers citing "Choice functions based multi-objective Bayesian optimisation"

8 / 8 papers shown

Title
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes A. Benavoli Dario Azzimonti Dario Piga 54 15 0 12 Dec 2020
Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints Syrine Belakaria Aryan Deshwal J. Doppa 60 133 0 01 Sep 2020
Learning Choice Functions via Pareto-Embeddings Karlson Pfannschmidt Eyke Hüllermeier 11 4 0 14 Jul 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization Sam Daulton Maximilian Balandat E. Bakshy 44 241 0 09 Jun 2020
Integrals over Gaussians under Linear Domain Constraints A. Gessner Oindrila Kanjilal Philipp Hennig 47 29 0 21 Oct 2019
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari Andrew Gelman Jonah Gabry 92 4,036 0 16 Jul 2015
Automatic Variational Inference in Stan A. Kucukelbir Rajesh Ranganath Andrew Gelman David M. Blei BDL 59 233 0 10 Jun 2015
Elliptical slice sampling Iain Murray Ryan P. Adams D. MacKay 119 465 0 31 Dec 2009