1.1k citations · 1.3k across the 12 of their papers we have counts for
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stat.ML2013★ 27 cited
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…
q-bio.PE2013★ 3 cited
Fast Inference of Admixture Coefficients Using Sparse Non-negative Matrix Factorization Algorithms
Eric Frichot, François Mathieu, Théo Trouillon +2
Inference of individual admixture coefficients, which is important for population genetic and association studies, is commonly performed using compute-intensive likelihood algorith…