Periodic Step Size Adaptation for Single Pass On-line Learning.

Chun-Nan Hsu Yu-Ming Chang Han-Shen Huang Yuh-Jye Lee

Published in: NIPS (2009)

Keyphrases

single pass
step size
convergence rate
convergence speed
cost function
evolutionary programming
steepest descent method
stream mining
variable step size
faster convergence
stochastic gradient descent
gradient method
quantization step
adaptive filter
line search
hessian matrix
neural network
multiresolution