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[ACM Press the 44th symposium - New York, New York, USA (2012.05.19-2012.05.22)] Proceedings of the 44th symposium on Theory of Computing - STOC '12 - Multi-way spectral partitioning and higher-order cheeger inequalities

โœ Scribed by Lee, James R.; Oveis Gharan, Shayan; Trevisan, Luca


Book ID
121460745
Publisher
ACM Press
Year
2012
Tongue
English
Weight
521 KB
Category
Article
ISBN
1450312454

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[ACM Press the 44th symposium - New York
โœ Arora, Sanjeev; Ge, Rong; Kannan, Ravindran; Moitra, Ankur ๐Ÿ“‚ Article ๐Ÿ“… 2012 ๐Ÿ› ACM Press ๐ŸŒ English โš– 858 KB

The Nonnegative Matrix Factorization (NMF) problem has a rich history spanning quantum mechanics, probability theory, data analysis, polyhedral combinatorics, communication complexity, demography, chemometrics, etc. In the past decade NMF has become enormously popular in machine learning, where the