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Luis A. Ortega
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Year
Diversity and Generalization in Neural Network Ensembles
LA Ortega, R Cabañas, A Masegosa
International Conference on Artificial Intelligence and Statistics, 11720-11743, 2022
292022
Succession and stable isotope composition of gastropods in Holocene semi-arid alluvial sequences (Bardenas Reales, Ebro Basin, NE Spain): Palaeoenvironmental implications
X Murelaga, LA Ortega, C Sancho, A Muñoz, C Osácar, M Larraz
The Holocene 22 (9), 1047-1060, 2012
142012
PAC-Bayes-Chernoff bounds for unbounded losses
I Casado, LA Ortega, AR Masegosa, A Pérez
arXiv preprint arXiv:2401.01148, 2024
32024
Deep Variational Implicit Processes
LA Ortega, SR Santana, D Hernández-Lobato
International Conference on Learning Representations (ICLR), 2023
32023
Composición isotópica de gasterópodos en secuencias aluviales holocenas de Bardenas Reales (Navarra): Implicaciones paleoambientales
LÁ Ortega, X Murelaga, C Sancho, A Muñoz, C Osácar, M Larraz
Geogaceta, 139-142, 2009
22009
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime
AR Masegosa, LA Ortega
arXiv preprint arXiv:2306.10947, 2023
1*2023
Variational Linearized Laplace Approximation for Bayesian Deep Learning
LA Ortega, SR Santana, D Hernández-Lobato
arXiv preprint arXiv:2302.12565, 2023
12023
If there is no underfitting, there is no Cold Posterior Effect
Y Zhang, YS Wu, LA Ortega, AR Masegosa
arXiv preprint arXiv:2310.01189, 2023
2023
Correcting Model Bias with Sparse Implicit Processes
SR Santana, LA Ortega, D Hernández-Lobato, B Zaldívar
ICML 2022 Workshop "Beyond Bayes: Paths Towards Universal Reasoning Systems", 2022
2022
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