Luca Martino
Scholar

Luca Martino

Google Scholar ID: ZrRZFc0AAAAJ
Associate Professor - University of Catania
Bayesian inferencecomputational methods (MCMCparticle filtersexact sampling etc.. )
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Citations & Impact
All-time
Citations
3,914
 
H-index
31
 
i10-index
74
 
Publications
20
 
Co-authors
24
list available
Contact
No contact links provided.
Publications
8 items
A unifying view of contrastive learning, importance sampling, and bridge sampling for energy-based models
2026
Cited
0
An index of effective number of variables for uncertainty and reliability analysis in model selection problems
2026
Cited
0
Data-driven informative priors for Bayesian inference with quasi-periodic data
2025
Cited
0
Feature Selection via Graph Topology Inference for Soundscape Emotion Recognition
2025
Cited
0
Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean Data
2025
Cited
0
Optimality in importance sampling: a gentle survey
2025
Cited
0
Target-aware Bayesian inference via generalized thermodynamic integration
Computational statistics (Zeitschrift) · 2023
Cited
3
A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning
International Statistical Review · 2021
Cited
13
Resume (English only)
Co-authors
24 total
Víctor Elvira
Víctor Elvira
Professor in Statistics and Data Science, University of Edinburgh
David Luengo
David Luengo
Universidad Politécnica de Madrid (UPM)
Gustau Camps-Valls
Gustau Camps-Valls
Professor. Image Processing Lab (IPL). Universitat de València
Joaquin Miguez
Joaquin Miguez
Department of Signal Theory & Communications, Universidad Carlos III de Madrid
Jesse Read
Jesse Read
École Polytechnique
Francisco Louzada
Francisco Louzada
Universidade de São Paulo
Co-author 7
Co-author 7
Co-author 8
Co-author 8