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math.ST2019
Harmonic Analysis of Symmetric Random Graphs
Steffen Lauritzen
This note attempts to understand graph limits as defined by Lovasz and Szegedy (2006)} in terms of harmonic analysis on semigroups. This is done by representing probability distrib…
math.ST2019
Identifiability and estimation of recursive max-linear models
Nadine Gissibl, Claudia Klüppelberg, Steffen Lauritzen
We address the identifiablity and estimation of recursive max-linear structural equation models represented by an edge weighted directed acyclic graph (DAG). Such models are genera…
math.ST2012★ 4 cited
Discussion: Latent variable graphical model selection via convex optimization
Steffen Lauritzen, Nicolai Meinshausen
Discussion of "Latent variable graphical model selection via convex optimization" by Venkat Chandrasekaran, Pablo A. Parrilo and Alan S. Willsky [arXiv:1008.1290].