Using SDP to Parameterize Universal Kernel Functions

Mathematics

• Universal Function 100%
• Parameterise 95%
• Kernel Function 79%
• kernel 50%
• Learning 18%
• Learning Algorithm 16%
• Training 14%
• Discriminant 13%
• Monomial 13%
• Gaussian Kernel 9%
• Support Vector Machine 8%
• Positive Semidefinite Matrix 8%
• Margin 7%
• Piecewise Polynomials 7%
• Bandwidth 6%
• Polynomial function 6%
• Parametrization 6%
• Basis Functions 6%
• Testing 4%
• Observation 4%
• Imply 4%
• Class 4%

Engineering & Materials Science

• Learning algorithms 41%
• Support vector machines 19%
• Polynomials 19%
• Bandwidth 15%
• Testing 12%