Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions.

Alexandre Défossez Francis R. Bach

Published in: AISTATS (2015)

Keyphrases

trade off
bias variance
adaptive filtering
subspace information criterion
sample size
random variables
least mean square
evolutionary algorithm
probabilistic model
step size