Conjugate Directions for Stochastic Gradient Descent.

Nicol N. Schraudolph Thore Graepel

Published in: ICANN (2002)

Keyphrases

stochastic gradient descent
least squares
loss function
matrix factorization
step size
random forests
multiple kernel learning
support vector machine
machine learning
importance sampling
online algorithms
objective function
upper bound