Fast and accurate matrix completion via truncated nuclear norm regularization

Mathematics

• Matrix Completion 100%
• Method of multipliers 76%
• Alternating Direction Method 73%
• Regularization 61%
• Norm 43%
• Search Methods 34%
• Line Search 32%
• Singular Values 29%
• Recommender Systems 23%
• Image Inpainting 23%
• Gradient 21%
• Matrix Approximation 19%
• Convex Relaxation 19%
• Low-rank Approximation 19%
• Low-rank Matrices 18%
• Empirical Study 16%
• Approximation Problem 15%
• Iterative Procedure 15%
• Vision 14%
• Update 14%
• Penalty 13%
• Convergence Rate 12%
• Optimization 10%
• Optimization Problem 10%
• Subset 8%
• Approximation 7%
• Operator 6%

Medicine & Life Sciences

• Direction compound 29%
• Nuclear Matrix 14%
• Theoretical Models 8%
• Datasets 8%

Engineering & Materials Science

• Recommender systems 23%
• Relaxation 22%