CDPA: Common and Distinctive Pattern Analysis between High-dimensional Datasets
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A representative model in integrative analysis of two high-dimensional correlated datasets is to decompose each data matrix into a low-rank common matrix generated by latent factors shared across datasets, a low-rank distinctive matrix corresponding to each da... ...
