Heterogeneous multi-output Gaussian process prediction P Moreno-Muñoz, A Artés, M Alvarez Advances in neural information processing systems 31, 2018 | 55 | 2018 |
Combining continuous smartphone native sensors data capture and unsupervised data mining techniques for behavioral changes detection: a case series of the evidence-based … S Berrouiguet, D Ramírez, ML Barrigón, P Moreno-Muñoz, RC Camacho, ... JMIR mHealth and uHealth 6 (12), e9472, 2018 | 36 | 2018 |
Continual multi-task Gaussian processes P Moreno-Muñoz, A Artés-Rodríguez, MA Álvarez arXiv preprint arXiv:1911.00002, 2019 | 10 | 2019 |
Change-point detection on hierarchical circadian models P Moreno-Muñoz, D Ramírez, A Artés-Rodríguez arXiv preprint arXiv:1809.04197, 2018 | 5 | 2018 |
Modular Gaussian Processes for Transfer Learning P Moreno-Muñoz, A Artés, M Alvarez Advances in Neural Information Processing Systems 34, 2021 | 3 | 2021 |
Continual Learning for Infinite Hierarchical Change-Point Detection P Moreno-Muñoz, D Ramírez, A Artés-Rodríguez 2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020 | 3 | 2020 |
Change-point detection in hierarchical circadian models P Moreno-Muñoz, D Ramírez, A Artés-Rodríguez Pattern Recognition 113, 107820, 2021 | 2 | 2021 |
Passive detection of behavioral shifts for suicide attempt prevention P Moreno-Muñoz, L Romero-Medrano, Á Moreno, J Herrera-López, ... arXiv preprint arXiv:2011.09848, 2020 | 2 | 2020 |
Recyclable gaussian processes P Moreno-Muñoz, A Artés-Rodríguez, MA Álvarez arXiv preprint arXiv:2010.02554, 2020 | 2 | 2020 |
Multinomial sampling for hierarchical change-point detection L Romero-Medrano, P Moreno-Muñoz, A Artés-Rodríguez 2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020 | 2 | 2020 |
Adaptive Cholesky Gaussian Processes S Bartels, K Stensbo-Smidt, P Moreno-Munoz, W Boomsma, J Frellsen, ... arXiv preprint arXiv:2202.10769, 2022 | | 2022 |
Multinomial Sampling of Latent Variables for Hierarchical Change-Point Detection L Romero-Medrano, P Moreno-Muñoz, A Artés-Rodríguez Journal of Signal Processing Systems 94 (2), 215-227, 2022 | | 2022 |
Probabilistic models for human behavior learning P Moreno Muñoz e-Archivo Universidad Carlos III de Madrid, 2021 | | 2021 |
Natural Gradient Optimisation for Improving Inference of Heterogeneous Multi-output Gaussian Process Models JJ Giraldo, P Moreno-Muñoz, MA Álvarez Advances in Data Science, 2019 | | 2019 |
Estudio experimental de costes para aprendizaje estadístico con etiquetas parciales P Moreno-Muñoz Universidad Carlos III de Madrid, 2014 | | 2014 |