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Pathway LDA is a probabilistic model extended from Latent Dirichlet Alllocation, a probabilistic model for extracting topics in text mining, to incorporate the …
MV-warpedMF-SI is a multi-view matrix factorisation model that jointly learns a warping function for each data view and efficiently incorporates the side inform…
CorrMF is a probabilistic sparse matrix factorisation model that learns dependencies between the latent factors (e.g. pathways) concurrently with extracting act…