On power chi expansions of f-divergences

03/14/2019

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We consider both finite and infinite power chi expansions of f-divergences derived from Taylor's expansions of smooth generators, and elaborate on cases where these expansions yield closed-form formula, bounded approximations, or analytic divergence series expressions of f-divergences.

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On power chi expansions of f-divergences

A closed-form formula for the Kullback-Leibler divergence between Cauchy distributions

An analytic physically motivated model of the mammalian cochlea

A generalization of the α-divergences based on comparable and distinct weighted means

Entropy-Regularized 2-Wasserstein Distance between Gaussian Measures

A note on the quasiconvex Jensen divergences and the quasiconvex Bregman divergences derived thereof

Adjoint Differentiation for generic matrix functions

Comparison of analytic and numeric methods to calculate ball bearing capacitance

On power chi expansions of f-divergences

Related Research

A closed-form formula for the Kullback-Leibler divergence between Cauchy distributions

An analytic physically motivated model of the mammalian cochlea

A generalization of the α-divergences based on comparable and distinct weighted means

Entropy-Regularized 2-Wasserstein Distance between Gaussian Measures

A note on the quasiconvex Jensen divergences and the quasiconvex Bregman divergences derived thereof

Adjoint Differentiation for generic matrix functions

Comparison of analytic and numeric methods to calculate ball bearing capacitance