Along couplings of vanishing noise cost, measures with uniformly bounded scores converge to a measure that again has finite weighted Fisher information, and the scores converge weakly along the couplings.
In the setting of A Diagonal Gaussian Reference Measure on the Noise Wasserstein Space, Rescaled Heads and Gaussian Tails: Standing Notation, so that the reference measure is , let and be positive real numbers with for every , and let be the Gaussian entropy pair with temperature , whose hypothesis holds with this ; it is a noise penalty pair on by The Gaussian Entropy Pair is a Noise Penalty Pair, with Nonnegative Penalty and Dense Score Domain §pair.
(Closed score) The pair has closed score along noise couplings.
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