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Matthew Stephens

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A New Family of Poisson Non-negative Matrix Factorization Methods Using the Shifted Log Link

An algorithm to fit Poisson NMF with the shifted-log link function by maximum likelihood, and an approximation that substantially reduces computation time for large, sparse datasets (computations scale with the number of non-zero entries in the data matrix).

Eric Weine, P. Carbonetto, Rafael A. Irizarry et al. · 0 citations

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