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

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Showing 2012 · math.PRShow all

10 papers · 2 filters

math.PR2012★ 6 cited

Subsignatures of systems

Jean-Luc Marichal

We introduce the concept of subsignature for semicoherent systems as a class of indexes that range from the system signature to the Barlow-Proschan importance index. Specifically,…

math.PR2012★ 4 cited

Local Pinsker inequalities via Stein's discrete density approach

Christophe Ley, Yvik Swan

Pinsker's inequality states that the relative entropy between two random variables and dominates the square of the total variation distance $d_{\mat…

math.PR2012★ 3 cited

Mean-Square Continuity on Homogeneous Spaces of Compact Groups

Domenico Marinucci, Giovanni Peccati

We show that any finite-variance, isotropic random field on a compact group is necessarily mean-square continuous, under standard measurability assumptions. The result extends to i…

math.PR2012★ 55 cited

Computing system signatures through reliability functions

Jean-Luc Marichal, Pierre Mathonet

It is known that the Barlow-Proschan index of a system with i.i.d. component lifetimes coincides with the Shapley value, a concept introduced earlier in cooperative game theory. Du…

math.PR2012★ 1 cited

Portmanteau inequalities on the Poisson space: mixed regimes and multidimensional clustering

Solesne Bourguin, Giovanni Peccati

Using Malliavin operators together with an interpolation technique inspired by Arratia, Goldstein and Gordon (1989), we prove a new inequality on the Poisson space, allowing one to…

math.PR2012★ 19 cited

On modular decompositions of system signatures

Jean-Luc Marichal, Pierre Mathonet, Fabio Spizzichino

Considering a semicoherent system made up of components having i.i.d. continuous lifetimes, Samaniego defined its structural signature as the -tuple whose -th coordinate…