Sum-of-Squares Hierarchies for Polynomial Optimization and the Christoffel-Darboux Kernel.

Published in: SIAM J. Optim. (2022)

Keyphrases

optimization algorithm
kernel machines
hierarchical structure
optimization process
kernel methods
global optimization
polynomial kernels
database
multiple kernel
string kernels
component analysis
optimization model
gaussian processes
optimization method
kernel function
linear programming
data sets