Interpretable Machine Learning and Sparse Coding for Computer Vision

Machine learning offers many powerful tools for prediction. One of these tools, the binary classifier, is often considered a black box. Although its predictions may be accurate, we might never know why the classifier made a particular prediction. In the first half of this dissertation, I review the...

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Bibliographic Details
Main Author: Landecker, Will
Format: Others
Published: PDXScholar 2014
Subjects:
Online Access:https://pdxscholar.library.pdx.edu/open_access_etds/1937
https://pdxscholar.library.pdx.edu/cgi/viewcontent.cgi?article=2937&context=open_access_etds