11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution
Dmytro Rizdvanetskyi, Nathan Roos, Pavlo Lutsik
Cell-type deconvolution, the task of estimating the proportions of constituent cell types in a heterogeneous biological sample, is a core problem in computational biology. Methods…
stat.ML2014★ 11 cited
Matrix factorization with Binary Components
Martin Slawski, Matthias Hein, Pavlo Lutsik
Motivated by an application in computational biology, we consider low-rank matrix factorization with -constraints on one of the factors and optionally convex constraints o…