For interpolating kernel machines, the minimum norm ERM solution is the most stable.

Akshay Rangamani Lorenzo Rosasco Tomaso A. Poggio

Published in: CoRR (2020)

Keyphrases

minimum norm
kernel machines
least squares
signal reconstruction
semi supervised
machine learning
learning algorithm
image reconstruction
training data
lower bound
dimensionality reduction
text classification
machine learning algorithms
generalization bounds