Learning matrix and functional models in high-dimensions

Statistical machine learning methods provide us with a principled framework for extracting meaningful information from noisy high-dimensional data sets. A significant feature of such procedures is that the inferences made are statistically significant, computationally efficient and scientifically me...

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Bibliographic Details
Main Author: Balasubramanian, Krishnakumar
Other Authors: Lebanon, Guy
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2014
Subjects:
Online Access:http://hdl.handle.net/1853/52284