Ortega, Luis A.

6 publications

JAIR 2025 PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime Andrés R. Masegosa, Luis A. Ortega

NeurIPS 2024 PAC-Bayes-Chernoff Bounds for Unbounded Losses Ioar Casado, Luis A. Ortega, Aritz Pérez, Andrés R. Masegosa

TMLR 2024 The Cold Posterior Effect Indicates Underfitting, and Cold Posteriors Represent a Fully Bayesian Method to Mitigate It Yijie Zhang, Yi-Shan Wu, Luis A. Ortega, Andres R Masegosa

ICML 2024 Variational Linearized Laplace Approximation for Bayesian Deep Learning Luis A. Ortega, Simon Rodriguez Santana, Daniel Hernández-Lobato

ICLR 2023 Deep Variational Implicit Processes Luis A. Ortega, Simon Rodriguez Santana, Daniel Hernández-Lobato

AISTATS 2022 Diversity and Generalization in Neural Network Ensembles Luis A. Ortega, Rafael Cabañas, Andres Masegosa