Luis A. Ortega | DeepAI

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Featured Co-authors

Daniel Hernández-Lobato
24 publications
Rafael Cabañas
11 publications
Andrés R. Masegosa
10 publications
Simón Rodríguez Santana
4 publications
Bryan Zaldivar
4 publications

∙ 06/19/2023

Understanding Generalization in the Interpolation Regime using the Rate Function

In this paper, we present a novel characterization of the smoothness of ...

0 Andrés R. Masegosa, et al. ∙

∙ 02/24/2023

Variational Linearized Laplace Approximation for Bayesian Deep Learning

Pre-trained deep neural networks can be adapted to perform uncertainty e...

0 Luis A. Ortega, et al. ∙

∙ 07/21/2022

Correcting Model Bias with Sparse Implicit Processes

Model selection in machine learning (ML) is a crucial part of the Bayesi...

0 Simón Rodríguez Santana, et al. ∙

∙ 06/14/2022

Deep Variational Implicit Processes

Implicit processes (IPs) are a generalization of Gaussian processes (GPs...

0 Luis A. Ortega, et al. ∙

∙ 10/26/2021

Diversity and Generalization in Neural Network Ensembles

Ensembles are widely used in machine learning and, usually, provide stat...

0 Luis A. Ortega, et al. ∙

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