Error bound analysis of the least-mean-squares algorithm in linear models.

Jingyi Zhu James C. Spall

Published in: CISS (2015)

Keyphrases

error bounds
theoretical analysis
linear models
worst case
learning algorithm
preprocessing
objective function
computational complexity
k means
expectation maximization
least mean square
bayesian framework
em algorithm
probabilistic model
optimal solution
upper bound
np hard
convergence rate
cost function