2 papers
math.ST2026
Generalized bootstrap in the Bures-Wasserstein space
Alexey Kroshnin, Vladimir Spokoiny, Alexandra Suvorikova
This study proposes a bootstrap-based method for uncertainty quantification in two important statistical scenarios. First, we approximate the sampling distribution of empirical bar…
math.ST2025
Estimation and inference for Deep Neuronal Networks
Vladimir Spokoiny
Nonlinear regression problem is one of the most popular and important statistical tasks. The first methods like least squares estimation go back to Gauss and Legendre. Recent model…