Fast low rank approximations of matrices and tensors

Keyphrases

• Low-rank Matrix Approximation 100%
• Rank k Approximations 100%
• Data Compression 33%
• Numerical Results 33%
• Computational Complexity 33%
• Compressed Data 33%
• Storage Requirement 33%
• Number of Rows 33%
• Least Square Algorithm 33%
• Singular Value Decomposition 33%
• Computational Storage 33%
• Imaging Data Analysis 33%
• Genomic Data Analysis 33%

Mathematics

• Tensor 100%
• Matrix 100%
• Low-Rank Approximation 100%
• Least Square 25%
• Approximates 25%
• Singular Value Decomposition 25%
• Additional Reading 25%
• Data Compression 25%

Computer Science

• Approximation (Algorithm) 100%
• Rank Approximation 100%
• Least Squares Methods 33%
• Data Compression 33%
• Computational Complexity 33%
• Singular Value 33%
• Storage Requirement 33%