Articles with "information maximization" as a keyword



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Functional data clustering via information maximization

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Published in 2022 at "Journal of Statistical Computation and Simulation"

DOI: 10.1080/00949655.2023.2215371

Abstract: A new method for clustering functional data is proposed via information maximization. The proposed method learns a probabilistic classifier in an unsupervised manner so that mutual information (or squared loss mutual information) between data points… read more here.

Keywords: information; method; functional data; via information ... See more keywords