Portfolio-based Strategy for Bayesian Optimization for Autonomous Selection of Multiple Acquisition Functions and Hyperparameters

Author:

Liang Runzhe,Hu Haoyang,Yuan Zhihong

Publisher

Elsevier

Reference5 articles.

1. Taking the Human Out of the Loop: A Review of Bayesian Optimization;Shahriari;Proc. IEEE,2016

2. Bayesian reaction optimization as a tool for chemical synthesis;Shields;Nature,2021

3. Portfolio Allocation for Bayesian Optimization;Hoffman;In UAI,2011

4. No-PASt-BO Normalized portfolio allocation strategy for Bayesian optimization;Vasconcelos,2019

5. Hydrogenation kinetics of halogenated nitroaromatics over Pt/C in a continuous Micro-packed bed reactor;Duan;Chem Eng Sci,2022

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