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math.DG2025
Divergence and Deformed Exponential Family
Hiroshi Matsuzoe, Asuka Takatsu
The Kullback--Leibler divergence together with exponential families establishes the foundation of information geometry and is widely generalized. Among the generalization, we focus…
math.DG2019
Invariant metric under deformed Markov embeddings with overlapped supports
Hiroshi Matsuzoe, Asuka Takatsu
Due to Čencov's theorem, there exists a unique family of invariant symmetric -tensor fields on the space of positive probability measures on a set of -points indexed by $…