On power chi expansions of f-divergences
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.
READ FULL TEXT