Online Learning, Stability, and Stochastic Gradient Descent

Tomaso A. Poggio Stephen Voinea Lorenzo Rosasco

Published in: CoRR (2011)

Keyphrases

online learning
stochastic gradient descent
online algorithms
least squares
matrix factorization
step size
loss function
random forests
e learning
active learning
weight vector
support vector machine
regularization parameter
knn
training data
machine learning
multiple kernel learning
importance sampling