Simultaneous pursuit of sparseness and rank structures for matrix decomposition

Mathematics

• Matrix Decomposition 100%
• Pursuit 98%
• Exact Solution 40%
• Multiple Time Series 39%
• Hellinger Distance 36%
• Low-rank Approximation 34%
• Low-rank Matrices 34%
• Alternating Direction Method 33%
• Decompose 33%
• Curse of Dimensionality 33%
• Global Minimizer 32%
• Surrogate 31%
• Time Series Analysis 31%
• Convex Programming 29%
• Regression 20%
• Rate of Convergence 20%
• Numerical Examples 16%

Engineering & Materials Science

• Decomposition 56%
• Time series analysis 48%
• Convex optimization 41%