Accumulations of Projections-A Unified Framework for Random Sketches in Kernel Ridge Regression

Keyphrases

• Unified Framework 100%
• Sub-Gaussian 100%
• Kernel Ridge Regression 100%
• Sketching Techniques 100%
• Random Sketching 100%
• Computational Efficiency 33%
• Sampling Methods 33%
• Error Analysis 33%
• Kernel Methods 33%
• Kernel Matrix 33%
• Sample Matrix 33%
• Incoherence 33%
• Statistical Accuracy 33%
• Nystrm Method 33%
• Independent Column 33%
• Matrix Addition 33%
• Empirical Kernel 33%

Computer Science

• Unified Framework 100%
• Kernel Ridge Regression 100%
• Sketching Method 100%
• Approximation (Algorithm) 33%
• Kernel Method 33%
• Computational Efficiency 33%
• Sampling Matrix 33%
• Matrix Addition 33%