activity
20192025
most citedFully probabilistic deep models for forward and inverse problems in parametric PDEs

31 citations · 31 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

stat.ML2025

Uniform-in-time convergence bounds for Persistent Contrastive Divergence algorithms

Paul Felix Valsecchi Oliva, O. Deniz Akyildiz, Andrew Duncan

We propose a continuous-time formulation of a noisy persistent contrastive divergence (PCD)-like method for maximum likelihood estimation (MLE) of unnormalised densities. Our appro…