MATH 7740 - Statistical Learning Theory

Marten Wegkamp, fall 2014.

This course describes recent advances in high dimensional statistics. Topics include model selection, aggregation, lasso type estimators, multivariate response regression, graphical models, supervised classification.

Grade will be based on classroom participation, homework assignments and projects.