Robust bilinear factorization with missing and grossly corrupted observations

Mathematics

• Pursuit 94%
• Principal Components 83%
• Factorization 83%
• Matrix Completion 70%
• Low-rank Matrices 66%
• Observation 65%
• Sparse matrix 58%
• Trace 40%
• Matrix Completion Problem 36%
• Analysis of Algorithms 33%
• Method of multipliers 33%
• Alternating Direction Method 32%
• Factorization Method 31%
• Norm 30%
• Large-scale Problems 30%
• Computer Vision 29%
• L1-norm 29%
• Image Processing 27%
• Machine Learning 27%
• Updating 27%
• Signal Processing 26%
• Experimental Results 25%
• Convergence Analysis 23%
• Costs 18%
• Statistics 17%
• Iteration 16%
• Model 8%

Business & Economics

• Matrix 89%
• Principal Components 42%
• Image Processing 18%
• Computer Vision 17%
• Machine Learning 16%
• Multiplier 12%
• Statistics 9%
• Costs 4%
• Factors 4%

Engineering & Materials Science

• Factorization 100%
• Singular value decomposition 12%
• Computer vision 10%
• Signal processing 10%
• Image processing 9%
• Statistics 9%
• Machine learning 9%
• Costs 4%