IEEE - Institute of Electrical and Electronics Engineers, Inc. - Optimal transport for Gaussian mixture models

Author(s): Yongxin Chen ; Tryphon T. Georgiou ; Allen Tannenbaum.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2018.2889838
Regular:

We introduce an optimal mass transport framework on the space of Gaussian mixture models. These models are widely used in statistical inference. Specifically, we treat Gaussian mixture models as a... View More

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