Simón Rodríguez Santana

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Approximate Inference

Gaussian Process

Expectation Propagation

Top Venues

Publications

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)
Simón Rodríguez Santana, Luis A. Ortega Andrés, Daniel Hernández-Lobato, Bryan Zaldivar
Correcting Model Bias with Sparse Implicit Processes. CoRR (2022)
Luis A. Ortega, Simón Rodríguez Santana, Daniel Hernández-Lobato
Deep Variational Implicit Processes. CoRR (2022)
Simón Rodríguez Santana, Bryan Zaldivar, Daniel Hernández-Lobato
Function-space Inference with Sparse Implicit Processes. ICML (2022)
Simón Rodríguez Santana, Daniel Hernández-Lobato
Adversarial α-divergence minimization for Bayesian approximate inference. Neurocomputing 471 (2022)
Simón Rodríguez Santana, Bryan Zaldivar, Daniel Hernández-Lobato
Sparse Implicit Processes for Approximate Inference. CoRR (2021)
Simón Rodríguez Santana, Daniel Hernández-Lobato
Adversarial α-divergence Minimization for Bayesian Approximate Inference. CoRR (2019)