Finite-sample analysis of iterate averaging method for stochastic approximation with quadratic loss function.

Kaining Yang Kunbo Wang Chen Feng

Published in: CISS (2017)

Keyphrases

loss function
pairwise
support vector machine
machine learning
objective function
computational complexity
probabilistic model
training data
support vector
nearest neighbor
linear programming
em algorithm
model selection
real valued
multiple kernel learning
stochastic approximation