On the Approximation of Toeplitz Operators for Nonparametric $\mathcal{H}_\infty$-norm Estimation.

Stephen Tu Ross Boczar Benjamin Recht

Published in: CoRR (2017)

Keyphrases

nonparametric regression
density estimation
kernel density estimation
parametric models
update equations
parzen window

estimation accuracy
least squares
nonparametric density estimation
morphological operators
data driven
robust estimation

importance sampling
closed form
maximum likelihood estimator
pointwise
maximum likelihood estimation
approximation methods

parameter estimation
upper approximation
model selection
kernel density
probability distribution