2 papers
stat.ME2026
Information-geometry-driven graph sequential growth
Harry T. Bond, Bertrand Gauthier, Kirstin Strokorb
We investigate the properties of a class of regularisation-free approaches for Gaussian graphical inference based on the information-geometry-driven sequential growth of initially…
math.ST2024
Graphical models for infinite measures with applications to extremes
Sebastian Engelke, Jevgenijs Ivanovs, Kirstin Strokorb
Conditional independence and graphical models are well studied for probability distributions on product spaces. We propose a new notion of conditional independence for any measure…