Bounded Matrix Low Rank Approximation

Ramakrishnan Kannan; Mariya Ishteva; Barry Drake; Haesun Park

doi:10.1007/978-3-662-48331-2_4

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Bounded Matrix Low Rank Approximation

Ramakrishnan Kannan Mariya Ishteva Barry Drake Haesun Park

Year: 2015 Signals and communication technology Pages: 89-118 Publisher: Springer Vienna

DOI: 10.1007/978-3-662-48331-2_4

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Keywords:

MovieLens Bounded function Recommender system Combinatorics Singular value decomposition Matrix (chemical analysis) Mathematics Stochastic gradient descent Rank (graph theory) Low-rank approximation Matrix completion Approximation algorithm Algorithm Discrete mathematics Collaborative filtering Computer science Physics Mathematical analysis Artificial intelligence Machine learning Chemistry

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Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Stochastic Gradient Optimization Techniques

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Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Bounded Matrix Low Rank Approximation

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