Nonnegative Matrix Factorization Frauke Weiershauser Utterly is the work of

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Nonnegative Matrix Factorization Frauke Weiershauser Utterly is the work ofNonnegative matrix factorization (NMF) in its modern form has become a standard tool in the analysis of high dimensional data sets. This book provides a comprehensive and up to date account of the most important aspects of the NMF problem and is the first to detail its theoretical aspects, including geometric interpretation, nonnegative rank, complexity, and uniqueness. It explains why understanding these theoretical insights is key to using this