Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.

Yadong Mu Wei Liu Wei Fan

Published in: CoRR (2015)

Keyphrases

stochastic gradient
grassmann manifold
stochastic gradient descent
nearest neighbor classifier
manifold learning
step size
high dimensional
worst case
learning algorithm
support vector machine
least squares
dimensionality reduction