Diversity and Generalization in Neural Network Ensembles LA Ortega, R Cabañas, A Masegosa International Conference on Artificial Intelligence and Statistics, 11720-11743, 2022 | 29 | 2022 |
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 | 14 | 2012 |
PAC-Bayes-Chernoff bounds for unbounded losses I Casado, LA Ortega, AR Masegosa, A Pérez arXiv preprint arXiv:2401.01148, 2024 | 3 | 2024 |
Deep Variational Implicit Processes LA Ortega, SR Santana, D Hernández-Lobato International Conference on Learning Representations (ICLR), 2023 | 3 | 2023 |
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 | 2 | 2009 |
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 | 1 | 2023 |
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 |