144 citations · 275 across the 9 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
stat.CO2026
Nested Sampling: A Critical and Comprehensive Theoretical Guide
Luca Martino, Fernando Llorente
The nested sampling (NS) technique has gained widespread attention, particularly in cosmology and astronomy, due to its ability to efficiently explore high-likelihood regions - a f…
cs.CE2026
A unifying view of contrastive learning, importance sampling, and bridge sampling for energy-based models
Luca Martino
In the last decades, energy-based models (EBMs) have become an important class of probabilistic models in which a component of the likelihood is intractable and therefore cannot be…