Relaxation methods for constrained matrix factorization problems: solving the phase mapping problem in materials discovery

DOI10.1007/978-3-319-59776-8_9zbMath1489.68240OpenAlexW2617608329MaRDI QIDQ2011581

Santosh K. Suram, Carla P. Gomes, John Gregoire, Yexiang Xue, Junwen Bai, Johan Bjorck

Publication date: 4 August 2017

Full work available at URL: https://doi.org/10.1007/978-3-319-59776-8_9

zbMATH Keywords

multiplicative updatesrelaxation methodsconstrained matrix factorizationphase mapping

Mathematics Subject Classification ID

Factorization of matrices (15A23) Pattern recognition, speech recognition (68T10) Computational aspects of data analysis and big data (68T09)

Cites Work

• On the Complexity of Nonnegative Matrix Factorization
• Two algorithms for constructing a Delaunay triangulation
• Learning the parts of objects by non-negative matrix factorization

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