221 citations · 305 across the 4 of their papers we have counts for
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cs.LG2018★ 81 cited
NIMFA: A Python Library for Nonnegative Matrix Factorization
Marinka Zitnik, Blaz Zupan
NIMFA is an open-source Python library that provides a unified interface to nonnegative matrix factorization algorithms. It includes implementations of state-of-the-art factorizati…
cs.LG2017★ 2 cited
Jumping across biomedical contexts using compressive data fusion
Marinka Zitnik, Blaz Zupan
Motivation: The rapid growth of diverse biological data allows us to consider interactions between a variety of objects, such as genes, chemicals, molecular signatures, diseases, p…
cs.LG2013★ 221 cited
Data Fusion by Matrix Factorization
Marinka Žitnik, Blaž Zupan
For most problems in science and engineering we can obtain data sets that describe the observed system from various perspectives and record the behavior of its individual component…