Showing 2026Show all
2 papers · 1 filter
math.PR2026
Stein's method in network analysis
A. D. Barbour, Adrian Fischer, Gesine Reinert
The paper consists of a brief survey of the use of Stein's method in network analysis. Topics covered include normal and Poisson approximation of graph--based statistics, approxima…
cs.LG2026
TASTE: Task-Aware Out-of-Distribution Detection via Stein Operators
Michał Kozyra, Gesine Reinert
Out-of-distribution detection methods are often either data-centric, detecting deviations from the training input distribution irrespective of their effect on a trained model, or m…