Causal reinforcement learning based on Bayesian networks applied to industrial settings
Authors: G. Valverde, D. Quesada, P. Larrañaga, C. Bielza. Full article: Engineering Applications of Artificial Intelligence
Efficient search for relevance explanations using MAP-independence in Bayesian networks
Authors: E. Valero-Leal, C. Bielza, P. Larrañaga, S. Renooij. Full article: International Journal of Approximate Reasoning
Graph Signal Processing: History, Development, Impact, and Outlook
Authors: G. Leus, A. G. Marques, J. M. F. Moura, A. Ortega, D. I Shuman. Full article: IEEE Signal Process
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment
Authors: A. Peña, I. Serna, A. Morales, J Fierrez, A. Ortega, A. Herrarte, M. Alcantara, J. Ortega-García. Full article: SN Computer Science, vol. 4, article number: 434
Matrix Low-rank Approximation for Policy Gradient Methods
Location: Proc. of IEEE Intl. Conf. on Acoustics, Speech and Signal Process. Rhodes, Greece. Speaker: Antonio García Marqués.
Graph Learning from Gaussian and Stationary Graph Signals
Location: Proc. of IEEE Intl. Conf. on Acoustics, Speech and Signal Process. Rhodes, Greece. Speaker: Antonio García Marqués.
A probabilistic perspective for optimizing the parameters of quantum heuristics using evolutionary algorithms
Location: V.P. Soloviev, C. Bielza, P. Larrañaga. Authors: Quantum Information in Spain ICE-8. Galicia, Spain. More Info: ICE-8
Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers
Authors: C. Villa-Blanco, A. Bregoli, C. Bielza, P. Larrañaga, F. Stella. Full article: International Journal of Approximate Reasoning
Pedro Larrañaga is admitted as Member of the JAKIUNDE
Dr. Pedro Larrañaga in the recent Ceremony of Admission as Member of the JAKIUNDE / ACADEMY OF SCIENCES, ARTS AND LETTERS of the Basque Country in Spain.
Gaussian processes for missing value imputation
Authors: B. Jafrasteh, D. Hernández-Lobato, S. Pedro Lubián-López, I. Benavente-Fernández. Full article: Knowl. Based Syst