@article{,
title= {Statistical Machine Learning CMU Spring 2016},
keywords= {},
journal= {},
author= {Larry Wasserman },
year= {},
url= {http://www.stat.cmu.edu/~larry/=sml/},
license= {},
abstract= {Statistical Machine Learning is a second graduate level course in advanced machine learning, assuming students have taken Machine Learning (10-715) and Intermediate Statistics (36-705). The course covers methodology and theoretical foundations. 

Function Spaces 

Concentration of Measure 

Linear Regression 

Nonparametric Regression 

Linear Classification 

Nonparametric Classification 

Minimax Theory 

Density Estimation 

Nonparametric Bayes 

Clustering 

Graphical Models 

Dimension Reduction

Random Matrix Theory},
superseded= {},
terms= {}
}