Luis A. Ortega

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Variational Methods

Neural Network Ensembles

Top Venues

Publications

Ioar Casado, Luis A. Ortega, Andrés R. Masegosa, Aritz Pérez
PAC-Bayes-Chernoff bounds for unbounded losses. CoRR (2024)
Luis A. Ortega, Simón Rodríguez Santana, Daniel Hernández-Lobato
Variational Linearized Laplace Approximation for Bayesian Deep Learning. CoRR (2023)
Luis A. Ortega, Simón Rodríguez Santana, Daniel Hernández-Lobato
Deep Variational Implicit Processes. ICLR (2023)
Yijie Zhang, Yi-Shan Wu, Luis A. Ortega, Andrés R. Masegosa
If there is no underfitting, there is no Cold Posterior Effect. CoRR (2023)
Andrés R. Masegosa, Luis A. Ortega
Understanding Generalization in the Interpolation Regime using the Rate Function. CoRR (2023)
Luis A. Ortega, Simón Rodríguez Santana, Daniel Hernández-Lobato
Deep Variational Implicit Processes. CoRR (2022)
Luis A. Ortega, Rafael Cabañas, Andrés R. Masegosa
Diversity and Generalization in Neural Network Ensembles. AISTATS (2022)
Luis A. Ortega, Rafael Cabañas, Andrés R. Masegosa
Diversity and Generalization in Neural Network Ensembles. CoRR (2021)