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cs.IT2025★ 1 cited
Relationship between Hölder Divergence and Functional Density Power Divergence: Intersection and Generalization
Masahiro Kobayashi
In this study, we discuss the relationship between two families of density-power-based divergences with functional degrees of freedom -- the Hölder divergence and the functional de…
cs.IT2025★ 1 cited
A Unified Representation of Density-Power-Based Divergences Reducible to M-Estimation
Masahiro Kobayashi
Density-power-based divergences are known to provide robust inference procedures against outliers, and their extensions have been widely studied. A characteristic of successful div…