17 citations · 36 across the 7 of their papers we have counts for
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q-bio.QM2014★ 5 cited
Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates
Ariful Azad, Bartek Rajwa, Alex Pothen
Motivation: We investigate whether a template-based classification pipeline could be used to identify immunophenotypes in (and thereby classify) a heterogeneous disease with many s…
cs.LG2014★ 17 cited
Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices
Austin R. Benson, Jason D. Lee, Bartek Rajwa +1
Numerous algorithms are used for nonnegative matrix factorization under the assumption that the matrix is nearly separable. In this paper, we show how to make these algorithms effi…