Simón Rodríguez Santana

According to our database, Simón Rodríguez Santana authored at least 6 papers between 2021 and 2023.

Collaborative distances:

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

2023

Variational Linearized Laplace Approximation for Bayesian Deep Learning.

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

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

Adversarial α-divergence minimization for Bayesian approximate inference.

Simón Rodríguez Santana, Daniel Hernández-Lobato

Neurocomputing, 2022

Correcting Model Bias with Sparse Implicit Processes.

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

CoRR, 2022

Function-space Inference with Sparse Implicit Processes.

Simón Rodríguez Santana, Bryan Zaldivar, Daniel Hernández-Lobato

Proceedings of the International Conference on Machine Learning, 2022

2021

Sparse Implicit Processes for Approximate Inference.

Simón Rodríguez Santana, Bryan Zaldivar, Daniel Hernández-Lobato

CoRR, 2021