Daniel Hernández-Lobato
Orcid: 0000-0001-5845-437XAffiliations:
- Universidad Autónoma de Madrid, Computer Science Department, Spain
According to our database1,
Daniel Hernández-Lobato
authored at least 64 papers
between 2006 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on publons.com
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on orcid.org
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Bibliography
2023
Parallel predictive entropy search for multi-objective Bayesian optimization with constraints applied to the tuning of machine learning algorithms.
Expert Syst. Appl., April, 2023
Inference over radiative transfer models using variational and expectation maximization methods.
Mach. Learn., March, 2023
Improved max-value entropy search for multi-objective bayesian optimization with constraints.
Neurocomputing, 2023
Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Neurocomputing, 2022
Int. J. Approx. Reason., 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
J. Mach. Learn. Res., 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Neurocomputing, 2020
Dealing with categorical and integer-valued variables in Bayesian Optimization with Gaussian processes.
Neurocomputing, 2020
CoRR, 2020
Parallel Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints.
CoRR, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020
2019
Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints.
Neurocomputing, 2019
Proceedings of the Cause Effect Pairs in Machine Learning, 2019
2018
Neurocomputing, 2018
Proceedings of the Advances in Artificial Intelligence, 2018
2017
Bayesian Optimization of a Hybrid Prediction System for Optimal Wave Energy Estimation Problems.
Proceedings of the Advances in Computational Intelligence, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
Mach. Learn., 2015
Neurocomputing, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
2013
Generalized spike-and-slab priors for Bayesian group feature selection using expectation propagation.
J. Mach. Learn. Res., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Statistical Tests for the Detection of the Arrow of Time in Vector Autoregressive Models.
Proceedings of the IJCAI 2013, 2013
2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
2011
Empirical analysis and evaluation of approximate techniques for pruning regression bagging ensembles.
Neurocomputing, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Pattern Recognit. Lett., 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
2009
IEEE Trans. Pattern Anal. Mach. Intell., 2009
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the Artificial Neural Networks, 2009
2008
Proceedings of the Artificial Neural Networks, 2008
2007
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Artificial Neural Networks, 2007
2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Proceedings of the Artificial Neural Networks, 2006