Optimal shrinkage of singular values under random data contamination

Keyphrases

• Asymptotically Optimal Algorithm 33%
• Computer Data 33%
• Computer Vision 33%
• Contamination Model 66%
• Corrupt 66%
• Data Contamination 100%
• Data Science 33%
• Detailed Signal 33%
• Learning Computers 33%
• Low-rank Matrix 33%
• Machine Learning 33%
• Optimal Shrinkage 100%
• Random Data 100%
• Signal-to-noise 33%
• Single Framework 33%
• Singular Value Decomposition 33%
• Singular Values 100%
• Singular Vectors 33%
• Uniform Noise 33%
• Uniformly Distributed Noise 33%
• Vision Science 33%
• Well-defined 33%

Mathematics

• Data Contamination 100%
• Matrix (Mathematics) 66%
• Missing Value 66%
• Singular Value 100%
• Singular Value Decomposition 33%
• Singular Vector 33%