David Delgado

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Bayesian Inference

Top Venues

IEEE Signal Process. Lett.

Publications

Fernando Llorente, Luca Martino, David Delgado, Javier López-Santiago
Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review. SIAM Rev. 65 (1) (2023)
David Delgado, Ernesto Curbelo, Danae Carreras-García
Neural lasso: a unifying approach of lasso and neural networks. CoRR (2023)
Fernando Llorente, Luca Martino, David Delgado
Target-aware Bayesian inference via generalized thermodynamic integration. Comput. Stat. 38 (4) (2023)
Fernando Llorente, Ernesto Curbelo, Luca Martino, Pablo M. Olmos, David Delgado
Safe importance sampling based on partial posteriors and neural variational approximations. EUSIPCO (2022)
Fernando Llorente, Luca Martino, Víctor Elvira, David Delgado
A Nearest Neighbors Quadrature for Posterior Approximation via Adaptive Sequential Design. SSP (2021)
Fernando Llorente, E. Curbelo, Luca Martino, Victor Elvira, David Delgado
MCMC-driven importance samplers. CoRR (2021)
Fernando Llorente, Luca Martino, Jessa Read, David Delgado
A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning. CoRR (2021)
Fernando Llorente, Luca Martino, David Delgado, Javier López-Santiago
Marginal likelihood computation for model selection and hypothesis testing: an extensive review. CoRR (2020)
Fernando Llorente, Luca Martino, Víctor Elvira, David Delgado, Javier López-Santiago
Adaptive quadrature schemes for Bayesian inference via active learning. CoRR (2020)
Fernando Llorente-Fernández, Luca Martino, Victor Elvira, David Delgado, Javier López-Santiago
Adaptive Quadrature Schemes for Bayesian Inference via Active Learning. IEEE Access 8 (2020)
Fernando Llorente, Luca Martino, David Delgado, Gustau Camps-Valls
Deep Importance Sampling based on Regression for Model Inversion and Emulation. CoRR (2020)
Fernando Llorente, Luca Martino, David Delgado
Parallel Metropolis-Hastings Coupler. IEEE Signal Process. Lett. 26 (6) (2019)