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• W3204540698 abstract "Discrete normal distributions are defined as the distributions with prescribed means and covariance matrices which maximize entropy on the integer lattice support. The set of discrete normal distributions form an exponential family with cumulant function related to the Riemann holomorphic theta function. In this work, we present formula for several common statistical divergences between discrete normal distributions including the Kullback-Leibler divergence. In particular, we describe an efficient approximation technique for approximating the Kullback-Leibler divergence between discrete normal distributions via the $gamma$-divergences." @default.
• W3204540698 created "2021-10-11" @default.
• W3204540698 creator A5061293973 @default.
• W3204540698 date "2021-09-30" @default.
• W3204540698 modified "2023-09-27" @default.
• W3204540698 title "On the Kullback-Leibler divergence between discrete normal distributions" @default.
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• W3204540698 hasPublicationYear "2021" @default.
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