Probabilistic PARAFAC2

Preprint English OPEN
Jørgensen, Philip J. H.; Nielsen, Søren F. V.; Hinrich, Jesper L.; Schmidt, Mikkel N.; Madsen, Kristoffer H.; Mørup, Morten;
(2018)
  • Subject: Statistics - Machine Learning | Computer Science - Learning

The PARAFAC2 is a multimodal factor analysis model suitable for analyzing multi-way data when one of the modes has incomparable observation units, for example because of differences in signal sampling or batch sizes. A fully probabilistic treatment of the PARAFAC2 is de... View more
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