activity
20182026
most citedOn polynomial-time computation of high-dimensional posterior measures by Langevin-type algorithms

9 citations · 18 across the 12 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

math.ST2024

Statistical Learning Theory for Neural Operators

Niklas Reinhardt, Sven Wang, Jakob Zech

We present statistical convergence results for the learning of (possibly) non-linear mappings in infinite-dimensional spaces. Specifically, given a map $G_0:\mathcal X\to\mathcal Y…

stat.ME2024

Statistical algorithms for low-frequency diffusion data: A PDE approach

Matteo Giordano, Sven Wang

We consider the problem of making nonparametric inference in a class of multi-dimensional diffusions in divergence form, from low-frequency data. Statistical analysis in this setti…