Efficient Convex Algorithms for Universal Kernel Learning

Aleksandr Talitckii, Brendon K. Colbert, Matthew M. Peet

The accuracy and complexity of machine learning algorithms based on kernel optimization are determined by the set of kernels over which they are able to optimize. An ideal set of k…