Theo dõi
Pablo Moreno-Muñoz
Pablo Moreno-Muñoz
Research Fellow, Universitat Pompeu Fabra (UPF)
Email được xác minh tại upf.edu - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Heterogeneous multi-output Gaussian process prediction
P Moreno-Muñoz, A Artés, M Alvarez
Advances in neural information processing systems 31, 2018
1192018
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
522018
Modular Gaussian processes for transfer learning
P Moreno-Muñoz, A Artés, M Alvarez
Advances in Neural Information Processing Systems 34, 24730-24740, 2021
16*2021
Riemannian Laplace approximations for Bayesian neural networks
F Bergamin, P Moreno-Muñoz, S Hauberg, G Arvanitidis
Advances in Neural Information Processing Systems 36, 31066-31095, 2023
132023
Laplacian autoencoders for learning stochastic representations
M Miani, F Warburg, P Moreno-Muñoz, N Skafte, S Hauberg
Advances in Neural Information Processing Systems 35, 21059-21072, 2022
132022
Change-point detection in hierarchical circadian models
P Moreno-Muñoz, D Ramírez, A Artés-Rodríguez
Pattern Recognition 113, 107820, 2021
132021
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
122020
One-week suicide risk prediction using real-time smartphone monitoring: prospective cohort study
ML Barrigon, L Romero-Medrano, P Moreno-Muñoz, A Porras-Segovia, ...
Journal of medical internet research 25, e43719, 2023
112023
Continual multi-task Gaussian processes
P Moreno-Munoz, A Artés-Rodríguez, MA Alvarez
arXiv preprint arXiv:1911.00002, 2019
112019
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
82020
On masked pre-training and the marginal likelihood
P Moreno-Muñoz, P Garcia Recasens, S Hauberg
Advances in Neural Information Processing Systems 36, 79781-79791, 2023
72023
Adaptive cholesky gaussian processes
S Bartels, K Stensbo-Smidt, P Moreno-Munoz, W Boomsma, J Frellsen, ...
International Conference on Artificial Intelligence and Statistics, 408-452, 2023
52023
Multinomial sampling of latent variables for hierarchical change-point detection
L Romero-Medrano, P Moreno-Muñoz, A Artés-Rodríguez
Journal of Signal Processing Systems, 1-13, 2022
42022
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
42020
Revisiting active sets for gaussian process decoders
P Moreno-Muñoz, C Feldager, S Hauberg
Advances in Neural Information Processing Systems 35, 6603-6614, 2022
32022
Decoder ensembling for learned latent geometries
S Syrota, P Moreno-Munoz, S Hauberg
arXiv preprint arXiv:2408.07507, 2024
22024
Probabilistic models for human behavior learning
P Moreno Muñoz
e-Archivo Universidad Carlos III de Madrid, 2021
2*2021
Gradients of Functions of Large Matrices
N Krämer, P Moreno-Muñoz, H Roy, S Hauberg
Advances in Neural Information Processing Systems 37, 49484-49518, 2024
2024
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
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Bài viết 1–20