Reformulation invariance on inference problems forces minimization of the Kullback-Leibler divergence, narrowing from f-divergences to alpha-divergences to KL.
A Categorical Characterization of Relative Entropy on Standard Borel Spaces
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Reformulation Invariance and the Axiomatic Foundations of Inference
Reformulation invariance on inference problems forces minimization of the Kullback-Leibler divergence, narrowing from f-divergences to alpha-divergences to KL.