2 papers
math.NA2026
Inhomogeneous Priors for Bayesian Inverse Problems
Babak Maboudi Afkham, Tomas Soto, Mirza Karamehmedovic +1
Many inverse problems arising in engineering and applied sciences involve unknown quantities with pronounced spatial inhomogeneity, such as localized defects or spatially varying m…
math.ST2025
Wide stable neural networks: Sample regularity, functional convergence and Bayesian inverse problems
Tomás Soto
We study the large-width asymptotics of random fully connected neural networks with weights drawn from -stable distributions, a family of heavy-tailed distributions arising as…