Abstract:Boolean Matrix Factorization (BMF) aims to find an approximation of a given binary matrix as the Boolean product of two low-rank binary matrices. Binary data is ubiquitous in many fields, and representing data by binary matrices is common in medicine, natural language processing, bioinformatics, computer graphics, among many others. Factorizing a matrix into lowrank matrices is used to gain more information about the data, like discovering relationships between the features and samples, roles and users, topics… Show more
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