Distributionally Ambiguous Optimization for Batch Bayesian Optimization

Rontsis, N; Osborne, MA; Goulart, PJ

Rontsis, N (corresponding author), Univ Oxford, Dept Engn Sci, Oxford OX1 3PN, England.

JOURNAL OF MACHINE LEARNING RESEARCH, 2020; 21 ():

Abstract

We propose a novel, theoretically-grounded, acquisition function for Batch Bayesian Optimization informed by insights from distributionally ambiguous ......

Full Text Link


Links

期刊讨论 | 中国SCI论文 | 期刊主页 | 投稿经验 | 杂志官网 | 投稿链接 | 作者需知 | PMC链接 | Pubmed全文检索