2019
DOI: 10.48550/arxiv.1910.07003
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

Constrained Bayesian Optimization with Max-Value Entropy Search

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
2
1

Citation Types

0
12
0

Year Published

2020
2020
2024
2024

Publication Types

Select...
4
1

Relationship

1
4

Authors

Journals

citations
Cited by 5 publications
(12 citation statements)
references
References 0 publications
0
12
0
Order By: Relevance
“…including the case of one constraint that is already shown in [25]. Although CMES is a reasonable criterion at a glance, we found that the approximation used in CMES results in the undesirable property and behavior, which we will discuss in detail at Section 3.2.…”
Section: Constrained Max-value Entropy Searchmentioning
confidence: 83%
See 4 more Smart Citations
“…including the case of one constraint that is already shown in [25]. Although CMES is a reasonable criterion at a glance, we found that the approximation used in CMES results in the undesirable property and behavior, which we will discuss in detail at Section 3.2.…”
Section: Constrained Max-value Entropy Searchmentioning
confidence: 83%
“…Perrone et al [25] extended MES [38] to constrained optimization problem, which employs the approximation used in MES for the evaluation of the mutual information. However, their derivation is restricted to only one constraint, which severely limits the applicability of their method obviously.…”
Section: Constrained Max-value Entropy Searchmentioning
confidence: 99%
See 3 more Smart Citations