Eduardo C. Garrido-Merchán

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	All	Since 2016
Citations	179	174
h-index	6	6
i10-index	4	3

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Daniel Hernández-LobatoLecturer of Computer Science, Universidad Autónoma de MadridVerified email at uam.es
JOSE ANGEL OLIVASProfesor de Informática (UCLM)Verified email at uclm.es
Laura Cornejo-BuenoAssistant Professor, Rey Juan Carlos UniversityVerified email at urjc.es
Sancho Salcedo-SanzCatedrático de Universidad (Full Professor), Universidad de AlcaláVerified email at uah.es
Martin MolinaProfessor at Technical University of Madrid (UPM)Verified email at upm.es
Pedro LarrañagaProfessor of Artificial Intelligence - Technical University of MadridVerified email at fi.upm.es
Concha BielzaProfessor of Statistics and Operations ResearchVerified email at fi.upm.es
Carlos Villacampa-CalvoUniversidad Autónoma de MadridVerified email at uam.es
Bryan ZaldivarUniversidad Autónoma de MadridVerified email at uam.es
Joaquin VanschorenEindhoven University of TechnologyVerified email at tue.nl
Will HandleyRoyal Society University Research Fellow, University of CambridgeVerified email at cam.ac.uk
Sascha CaronAssociate Professor (UHD), Radboud University NijmegenVerified email at science.ru.nl
Guðlaugur JóhannessonScience Institute, University of IcelandVerified email at hi.is
Luc HendriksRadboud University, Nijmegen, the NetherlandsVerified email at nikhef.nl
Andrew FowlieMonash UniversityVerified email at monash.edu
Csaba BalazsProfessor of PhysicsVerified email at monash.edu
Pat ScottThe University of QueenslandVerified email at uq.edu.au
Santiago González- CarvajalUniversidad Politécnica de MadridVerified email at alumnos.upm.es
Rafael PalaciosUniversidad Pontificia Comillas, Institute for Research in TechnologyVerified email at iit.comillas.edu
Daniel Fernández-SánchezUniversidad Autónoma de MadridVerified email at uam.es

Eduardo C. Garrido-Merchán

Teaching Assistant at Universidad Autonoma de Madrid

Verified email at uam.es - Homepage

Bayesian Optimization Gaussian Processes Probabilistic Machine Learning Automatic Machine Learning Philosophy of Mind


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Dealing with Categorical and Integer-valued Variables in Bayesian Optimization with Gaussian Processes EC Garrido-Merchán, D Hernández-Lobato Neurocomputing 380, 20-35, 2020	67	2020
Bayesian optimization of a hybrid system for robust ocean wave features prediction L Cornejo-Bueno, EC Garrido-Merchán, D Hernández-Lobato, ... Neurocomputing 275, 818-828, 2018	31	2018
Predictive entropy search for multi-objective bayesian optimization with constraints EC Garrido-Merchán, D Hernández-Lobato Neurocomputing 361, 50-68, 2019	25	2019
Creating a natural language summary from a compressed causal graph C Puente, JA Olivas, E Garrido, R Seisdedos 2013 joint ifsa world congress and nafips annual meeting (ifsa/nafips), 513-518, 2013	11	2013
Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks I Córdoba, EC Garrido-Merchán, D Hernández-Lobato, C Bielza, ... Conference of the Spanish Association for Artificial Intelligence, 44-54, 2018	8	2018
Suggesting cooking recipes through simulation and bayesian optimization EC Garrido-Merchán, A Albarca-Molina International Conference on Intelligent Data Engineering and Automated …, 2018	7	2018
A machine consciousness architecture based on deep learning and gaussian processes ECG Merchán, M Molina International Conference on Hybrid Artificial Intelligence Systems (HAIS 2021), 2020	5	2020
Summarizing information by means of causal sentences through causal graphs C Puente, A Sobrino, JA Olivas, E Garrido Journal of Applied Logic 24, 3-14, 2017	4	2017
Comparing BERT against traditional machine learning text classification S González-Carvajal, EC Garrido-Merchán arXiv preprint arXiv:2005.13012, 2020	3	2020
Parallel Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints EC Garrido-Merchán, D Hernández-Lobato arXiv preprint arXiv:2004.00601, 2020	3	2020
Generating a Question Answering System from Text Causal Relations JAO ECG Merchán, C Puente International Conference on Hybrid Artificial Intelligence Systems 11734, 14-25, 2019	2	2019
Artificial Consciousness: an approach to autonomous agents based in a FMM Soto Science 385 (6362), 486-492, 2017	2	2017
Answering questions by means of causal sentences C Puente, E Garrido, JA Olivas International Conference on Flexible Query Answering Systems, 91-99, 2013	2	2013
Multi-class Gaussian Process Classification with Noisy Inputs C Villacampa-Calvo, B Zaldívar, EC Garrido-Merchán, ... Journal of Machine Learning Research 22 (36), 1-52, 2021	1	2021
A comparison of optimisation algorithms for high-dimensional particle and astrophysics applications TDMHDS Group, C Balázs, M van Beekveld, S Caron, BM Dillon, ... arXiv preprint arXiv:2101.04525, 2021	1*	2021
An Artificial Consciousness Model and its Relations with Philosophy of Mind EC Garrido-Merchán, M Molina, FM Mendoza arXiv preprint arXiv:2011.14475, 2020	1	2020
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	1	2020
Towards Automatic Bayesian Optimization: A first step involving acquisition functions ECG Merchán, LCJ Pérez arXiv preprint arXiv:2003.09643, 2020	1	2020
Uncertainty Weighted Causal Graphs EC Garrido-Merchán, C Puente, A Sobrino, JA Olivas arXiv preprint arXiv:2002.00429, 2020	1*	2020
Fake News Detection by means of Uncertainty Weighted Causal Graphs EC Garrido-Merchán, C Puente, R Palacios International Conference on Hybrid Artificial Intelligence Systems (HAIS 2021), 2020	1	2020

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