Work

Parallel predictive entropy search for multi-objective Bayesian optimization with constraints applied to the tuning of machine learning algorithms

Year: 2022

Type: article

Source: Expert Systems with Applications

DOI: 10.1016/j.eswa.2022.119328

Authors: Eduardo C. Garrido-Merchán, Daniel Fernández-Sánchez, Daniel Hernández-Lobato

Institutions: Universidad Autónoma de Madrid, Universidad Pontificia Comillas

Language: English

Topic: Advanced Multi-Objective Optimization Algorithms

Subfield: Computational Theory and Mathematics

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: Universidad Autónoma de Madrid, Agencia Estatal de Investigación

Awards: G1175115578, G2262748287, G300979063, G3480869486, G425668148, G5080475149, G6928934714, G8684520763

OpenAlex ID: W4313201372

FWCI: 3.772

Cites: 50

Cited by: 38

Related to: 10