On the selection of optimal nonlinearities for stochastic gradient adaptive algorithms.

Tareq Y. Al-Naffouri Ali H. Sayed Thomas Kailath

Published in: ICASSP (2000)

Keyphrases

stochastic gradient
adaptive algorithms
grassmann manifold
non stationary
utility maximization
step size
nearest neighbor classifier
optimal solution
worst case
stochastic gradient descent
multiresolution
knn
higher order
particle swarm optimization
asymptotically optimal