Quasi-Monte Carlo feature maps for shift-invariant kernels

Keyphrases

• Feature Map 100%
• Shift-invariant 100%
• Invariant Kernel 100%
• Quasi-Monte Carlo 100%
• Monte Carlo Method 66%
• Monte Carlo Approximation 66%
• Integral Representation 33%
• Integrand 33%
• Kernel Methods 33%
• Kernel Function 33%
• Settings-based 33%
• Integral Absolute Error 33%
• Sequence of Points 33%
• Gaussian Kernel 33%
• Discrepancy Measure 33%
• Quasi-Monte Carlo Sequence 33%
• Fourier Features 33%
• Accelerated Training 33%
• Theoretical Characterization 33%
• Random Point Set 33%
• Low-discrepancy Sequences 33%

Computer Science

• Approximation (Algorithm) 100%
• Large Data Set 50%
• Monte Carlo Technique 50%
• Kernel Method 50%
• Kernel Function 50%
• Gaussian Kernel 50%
• Discrepancy Measure 50%
• Discrepancy Sequence 50%

Mathematics

• Monte Carlo 100%
• Gaussian Distribution 25%
• Approximates 25%
• Integrand 25%
• Integral Representation 25%
• Kernel Method 25%
• Random Point 25%
• Monte Carlo Approach 25%
• Monte Carlo Technique 25%