Contributed talks
in
Workshop: Adaptive and Scalable Nonparametric Methods in Machine Learning
Alessandro Rudi, Raffaello Camoriano, Lorenzo Rosasco. Generalization Properties of Learning with Random Features.
Abstract:
We study the generalization properties of regularized learning with random features in the statistical learning theory framework. We show that optimal learning errors can be achieved with a number of features smaller than the number of examples.
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