Optimal Kullback–Leibler Aggregation via Information Bottleneck

DOI10.1109/TAC.2014.2364971zbMath1360.94153arXiv1304.6603OpenAlexW3106161977MaRDI QIDQ2982771

Tatjana Petrov, Bernhard C. Geiger, Heinz Koeppl, Gernot Kubin

Publication date: 16 May 2017

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1304.6603

Mathematics Subject Classification ID

Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) System structure simplification (93B11) Measures of information, entropy (94A17) Statistical aspects of information-theoretic topics (62B10)

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