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2402.02111
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Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need
3 February 2024
Shangda Yang
Vitaly Zankin
Maximilian Balandat
Stefan Scherer
Kevin Carlberg
Neil S. Walton
Kody J. H. Law
Re-assign community
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Papers citing
"Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need"
2 / 2 papers shown
Title
A randomized multi-index sequential Monte Carlo method
Xin Liang
Shangda Yang
S. Cotter
K. Law
54
2
0
27 Oct 2022
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation
Ilija Bogunovic
Jonathan Scarlett
Andreas Krause
V. Cevher
64
89
0
24 Oct 2016
1