27 citations · 27 across the 1 of their papers we have counts for
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stat.AP2019
Tracing Network Evolution Using the PARAFAC2 Model
Marie Roald, Suchita Bhinge, Chunying Jia +3
Characterizing time-evolving networks is a challenging task, but it is crucial for understanding the dynamic behavior of complex systems such as the brain. For instance, how spatia…
stat.ML2019
Cross-product Penalized Component Analysis (XCAN)
José Camacho, Evrim Acar, Morten A. Rasmussen +1
Matrix factorization methods are extensively employed to understand complex data. In this paper, we introduce the cross-product penalized component analysis (XCAN), a sparse matrix…