Author

Daniel Fernández-Sánchez

Institutions: ELLIS Institute Tübingen, Universidad Autónoma de Madrid, Aalto University

Observed institutions: ELLIS Institute Tübingen, Universidad Autónoma de Madrid, Aalto University

ORCID: 0000-0002-0742-5111

Observed ORCID: 0000-0002-0742-5111

OpenAlex ID: A5088343867

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

2022 · Eduardo C. Garrido-Merchán, Daniel Fernández-Sánchez, et al. · Expert Systems with Applications · 38

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Improved max-value entropy search for multi-objective bayesian optimization with constraints

2023 · Daniel Fernández-Sánchez, Eduardo C. Garrido-Merchán, et al. · Neurocomputing · 22

Alpha entropy search for new information-based Bayesian optimization

2025 · Daniel Fernández-Sánchez, Eduardo C. Garrido-Merchán, et al. · Knowledge-Based Systems · 4

Joint entropy search for multi-objective Bayesian optimization with constraints and multiple fidelities

2025 · Daniel Fernández-Sánchez, Daniel Hernández-Lobato · Neurocomputing · 2

Impact of evaluation noise in the context of multi-objective Bayesian optimization with the intrinsic coregionalization model

2026 · Daniel Fernández-Sánchez, Carlos Sevilla-Salcedo, et al. · Neurocomputing

Joint Entropy Search for Multi-objective Bayesian Optimization with Constraints and Multiple Fidelities

2024 · Daniel Fernández-Sánchez, Daniel Hernández-Lobato · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)

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Works count: 6

Citation count: 66

H-index: 3

I10-index: 2