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Diversified Sampling for Batched Bayesian Optimization with
  Determinantal Point Processes

Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes

22 October 2021
Elvis Nava
Mojmír Mutný
Andreas Krause
ArXivPDFHTML

Papers citing "Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes"

4 / 4 papers shown
Title
Batched Bayesian optimization by maximizing the probability of including the optimum
Batched Bayesian optimization by maximizing the probability of including the optimum
Jenna C. Fromer
Runzhong Wang
Mrunali Manjrekar
Austin Tripp
José Miguel Hernández-Lobato
Connor W. Coley
52
0
0
08 Oct 2024
TS-RSR: A provably efficient approach for batch bayesian optimization
TS-RSR: A provably efficient approach for batch bayesian optimization
Zhaolin Ren
Na Li
36
2
0
07 Mar 2024
Inducing Point Allocation for Sparse Gaussian Processes in
  High-Throughput Bayesian Optimisation
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation
Henry B. Moss
Sebastian W. Ober
Victor Picheny
41
25
0
24 Jan 2023
Determinantal point processes for machine learning
Determinantal point processes for machine learning
Alex Kulesza
B. Taskar
176
1,125
0
25 Jul 2012
1