4 papers
Quantitative bounds for high-dimensional non-linear functionals of Gaussian processes
Andreas Basse-O'Connor, David Kramer-Bang
In this paper, we establish explicit quantitative Berry-Esseen bounds in the hyper-rectangle distance , the convex distance and the -Wasserstein distance…
Exponential dimensional dependence in high-dimensional Hermite method of moments
Andreas Basse-O'Connor, David Kramer-Bang
It is numerically well known that moment-based tests for Gaussianity and estimators become increasingly unreliable at higher moment orders; however, this phenomenon has lacked rigo…
Fourth-Moment Theorems for Sums of Multiple Integrals
Andreas Basse-O'Connor, David Kramer-Bang, Clement Svendsen
Nualart & Pecatti ([Nualart and Peccati, 2005, Thm 1]) established the first fourth-moment theorem for random variables in a fixed Wiener chaos, i.e. they showed that convergence o…
PanoDiff-SR: Synthesizing Dental Panoramic Radiographs using Diffusion and Super-resolution
Sanyam Jain, Bruna Neves de Freitas, Andreas Basse-OConnor +2
There has been increasing interest in the generation of high-quality, realistic synthetic medical images in recent years. Such synthetic datasets can mitigate the scarcity of publi…