Sparse Spectrum Gaussian Process for Bayesian Optimization

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Sparse Spectrum Gaussian Process for Bayesian Optimization

21 June 2019

Svetha Venkatesh

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Papers citing "Sparse Spectrum Gaussian Process for Bayesian Optimization"

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Title
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation Henry B. Moss Sebastian W. Ober Victor Picheny 96 26 0 24 Jan 2023
Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying Lens Stefano Teso Laurens Bliek Andrea Borghesi M. Lombardi Neil Yorke-Smith Tias Guns Andrea Passerini 45 2 0 20 May 2022
Scalable Bayesian Optimization with Sparse Gaussian Process Models Ang Yang 50 0 0 26 Oct 2020
Scalable Thompson Sampling using Sparse Gaussian Process Models Sattar Vakili Henry B. Moss A. Artemev Vincent Dutordoir Victor Picheny 71 36 0 09 Jun 2020