Keywords (1)

Generalization Bounds for Learning Kernels

Generalization Bounds for Learning Kernels,Corinna Cortes,Mehryar Mohri,Afshin Rostamizadeh

Generalization Bounds for Learning Kernels   (Citations: 3)
BibTex | RIS | RefWorks Download
Cumulative Annual
View Publication
The following links allow you to view full publications. These links are maintained by other sources not affiliated with Microsoft Academic Search.
    • ...The bound is the first known bound to apply to MKL with elastic net regularization; it matches the best previously known bound [8] for the special case of � 1 and � 2 regularization, and it is the first bound for � p block norm MKL with arbitrary p...
    • ...For instance, the main result in [8] bounds the Rademacher complexity of the � 1-norm regularizer with a O( � ln M/n )t erm...

    Marius Kloftet al. A Unifying View of Multiple Kernel Learning

Sort by: