Degree-Corrected Joint Matrix Factorization for Multilayer Community Detection
A degree-corrected joint matrix factorization detects shared communities across multilayer networks.
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On the Regularization Landscape for the Linear Recommendation Models
Study shows leading linear recommendation models reduce to nuclear-norm or Frobenius-norm regularization, with two new closed-form low-rank solutions proposed.