Luis A. Ortega

According to our database, Luis A. Ortega authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

PAC-Bayes-Chernoff bounds for unbounded losses.

Ioar Casado, Luis A. Ortega, Andrés R. Masegosa, Aritz Pérez

CoRR, 2024

Variational Linearized Laplace Approximation for Bayesian Deep Learning.

Luis A. Ortega Andrés, Simón Rodríguez Santana, Daniel Hernández-Lobato

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

If there is no underfitting, there is no Cold Posterior Effect.

Yijie Zhang, Yi-Shan Wu, Luis A. Ortega, Andrés R. Masegosa

CoRR, 2023

Understanding Generalization in the Interpolation Regime using the Rate Function.

Andrés R. Masegosa, Luis A. Ortega

CoRR, 2023

Deep Variational Implicit Processes.

Luis A. Ortega, Simón Rodríguez Santana, Daniel Hernández-Lobato

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Correcting Model Bias with Sparse Implicit Processes.

Simón Rodríguez Santana, Luis A. Ortega Andrés, Daniel Hernández-Lobato, Bryan Zaldivar

CoRR, 2022

Diversity and Generalization in Neural Network Ensembles.

Luis A. Ortega, Rafael Cabañas, Andrés R. Masegosa

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022