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Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization
Journal of Computational and Graphical Statistics ( IF 1.4 ) Pub Date : 2024-01-23 , DOI: 10.1080/10618600.2024.2308216
Hengrui Luo 1 , Younghyun Cho 2 , James W. Demmel 2 , Xiaoye S. Li 1 , Yang Liu 1
Affiliation  

This paper presents a new type of hybrid model for Bayesian optimization (BO) adept at managing mixed variables, encompassing both quantitative (continuous and integer) and qualitative (categorical...

中文翻译:

混合变量贝叶斯优化的混合参数搜索和动态模型选择

本文提出了一种新型贝叶斯优化(BO)混合模型,擅长管理混合变量,包括定量(连续和整数)和定性(分类...
更新日期:2024-01-28
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