Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation

DOI10.1109/TIT.2022.3160659zbMath1505.62456arXiv2006.08781OpenAlexW3035733630MaRDI QIDQ5088576

Jeremiah Birrell, Markos A. Katsoulakis, Yannis Pantazis

Publication date: 13 July 2022

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2006.08781

zbMATH Keywords

variational representations of divergences

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Statistical aspects of information-theoretic topics (62B10)

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