Group-sparse Embeddings in Collective Matrix Factorization

Arto Klami, Guillaume Bouchard, Abhishek Tripathi

CMF is a technique for simultaneously learning low-rank representations based on a collection of matrices with shared entities. A typical example is the joint modeling of user-item…