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Citations per year
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Cited by
All
Since 2019
Citations
29
29
h-index
2
2
i10-index
2
2
0
14
7
2020
2021
2022
2023
2024
1
2
4
13
9
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Co-authors
Daniel Hernández-Lobato
Associate Professor, Universidad Autónoma de Madrid
Verified email at uam.es
Eduardo C. Garrido-Merchán
Universidad Pontificia Comillas
Verified email at icade.comillas.edu
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Daniel Fernández-Sánchez
Universidad Autónoma de Madrid
Verified email at uam.es
Machine learning
Bayesian optimization
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Year
Improved max-value entropy search for multi-objective bayesian optimization with constraints
D Fernández-Sánchez, EC Garrido-Merchán, D Hernández-Lobato
arXiv preprint arXiv:2011.01150
, 2020
17
2020
Parallel predictive entropy search for multi-objective Bayesian optimization with constraints applied to the tuning of machine learning algorithms
EC Garrido-Merchán, D Fernández-Sánchez, D Hernández-Lobato
Expert Systems with Applications 215, 119328
, 2023
12
2023
Alpha Entropy Search for New Information-based Bayesian Optimization
D Fernández-Sánchez, EC Garrido-Merchán, D Hernández-Lobato
arXiv preprint arXiv:2411.16586
, 2024
2024
Joint Entropy Search for Multi-objective Bayesian Optimization with Constraints and Multiple Fidelities
D Fernández-Sánchez, D Hernández-Lobato
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