Necessary conditions for bounded HyperBO regret
Necessary conditions for bounded HyperBO regret. Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
Editorial MSC2020 mapping of Necessary conditions for bounded HyperBO regret. https://jmlr.org/papers/volume25/23-0269/23-0269.pdf#page=49 Not an author-supplied code.
Problem statement
Characterize necessary conditions for bounded regret in HyperBO, beyond the sufficient posterior-matching and acquisition-matching conditions established in the paper.
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Background
Editorial question summary. Consult the linked source for the complete model, assumptions and discussion.
Progress & source assessment
Current research status is unassessed. The dated source poses this question; inclusion does not certify that it remains open today.
- [1]Zi Wang; George E. Dahl; Kevin Swersky; Chansoo Lee; Zachary Nado; Justin Gilmer; Jasper Snoek; Zoubin Ghahramani. JMLR — Pre-trained Gaussian Processes for Bayesian Optimization (2024).; Necessary conditions for bounded HyperBO regret linkCC BY 4.0; attributed editorial adaptation of the named section authors.
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