Learning from patches by efficient spectral decomposition of a structured kernel

Keyphrases

• Spectral Decomposition 100%
• Distance Metric 100%
• Structured Kernels 100%
• Tensor Embedding 60%
• Dictionary Construction 40%
• Learning Mechanisms 40%
• Diffusion Distance 40%
• Out-of-sample Extension 40%
• Multidimensional Data 40%
• Kernel Construction 40%
• Computational Complexity 20%
• Image Processing 20%
• Scalar 20%
• Vector Field 20%
• Similarity Relation 20%
• Single Measurement 20%
• Kernel Methods 20%
• Spectral Bases 20%
• Processing Task 20%
• Approximation Error 20%
• Similarity Matrix 20%
• Multidimensional Similarity 20%
• Kernel Prior 20%

Computer Science

• Distance Metric 100%
• Spectral Decomposition 100%
• Learning Mechanism 40%
• Multidimensional Data 40%
• Approximation (Algorithm) 20%
• Computational Complexity 20%
• Extension Method 20%
• Image Processing 20%
• Processing Task 20%
• Typical Example 20%
• Similarity Matrix 20%

Mathematics

• Spectral Decomposition 100%
• Tensor 60%
• Matrix (Mathematics) 40%
• Data Point 40%
• Learning Mechanism 40%
• Approximates 20%
• Scalar 20%
• Vector Field 20%
• Image Processing 20%
• Approximation Error 20%