Model selection and estimation in high dimensional settings

Several statistical problems can be described as estimation problem, where the goal is to learn a set of parameters, from some data, by maximizing a criterion. These type of problems are typically encountered in a supervised learning setting, where we want to relate an output (or many outputs) to mu...

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Bibliographic Details
Main Author: Ngueyep Tzoumpe, Rodrigue
Other Authors: Serban, Nicoleta
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2015
Subjects:
Online Access:http://hdl.handle.net/1853/53551