32 citations · 167 across the 40 of their papers we have counts for
4 papers · 1 filter
Stein-type covariance identities: Klaassen, Papathanasiou and Olkin-Shepp type bounds for arbitrary target distributions
Marie Ernst, Gesine Reinert, Yvik Swan
In this paper, we present a minimal formalism for Stein operators which leads to different probabilistic representations of solutions to Stein equations. These in turn provide a wi…
Stein operators, kernels and discrepancies for multivariate continuous distributions
Guillaume Mijoule, Gesine Reinert, Yvik Swan
In this paper we present a general framework for Stein's method for multivariate continuous distributions. The approach gives a collection of Stein characterisations, among which w…
Regularity of solutions of the Stein equation and rates in the multivariate central limit theorem
Thomas Gallouët, Guillaume Mijoule, Yvik Swan
Consider the multivariate Stein equation , where is a standard -dimensional Gaussian random vector, and let be the solution give…
The Adaptive Sampling Revisited
Matthew Drescher, Guy Louchard, Yvik Swan
The problem of estimating the number of distinct keys of a large collection of data is well known in computer science. A classical algorithm is the adaptive sampling (AS).…