output
19932026
most citedSchNet - a deep learning architecture for molecules and materials

2.3k citations

Showing 2018 · math.PRShow all

7 papers · 2 filters

math.PR2018★ 3 cited

Malliavin-Stein Method: a Survey of Recent Developments

Ehsan Azmoodeh, Giovanni Peccati, Xiaochuan Yang

Initiated around the year 2007, the Malliavin-Stein approach to probabilistic approximations combines Stein's method with infinite-dimensional integration by parts formulae based o…

math.PR2018★ 2 cited

The functional Breuer-Major theorem

Ivan Nourdin, David Nualart

Let be zero-mean stationary Gaussian sequence of random variables with covariance function satisfying . Let b…

math.PR2018

Fourth moment theorems on the Poisson space: analytic statements via product formulae

Christian Döbler, Giovanni Peccati

We prove necessary and sufficient conditions for the asymptotic normality of multiple integrals with respect to a Poisson measure on a general measure space, expressed both in term…

math.PR2018★ 17 cited

Asymptotic behavior of large Gaussian correlated Wishart matrices

Ivan Nourdin, Guangqu Zheng

We consider high-dimensional Wishart matrices , associated with a rectangular random matrix of size whos…

math.PR2018★ 1 cited

Multiple sets exponential concentration and higher order eigenvalues

Nathaël Gozlan, Ronan Herry

On a generic metric measured space, we introduce a notion of improved concentration of measure that takes into account the parallel enlargement of k distinct sets. We show that the…

math.PR2018

Contributions to the asymptotic study of Hermite driven processes

Thi Thanh Diu Tran

This thesis consists of two parts. Part I is an introduction to Hermite processes, Hermite random fields, Fisher information and to the papers constituting the thesis. More precise…