Learning and optimization in the face of data perturbations

Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, May, 2020 === Cataloged from the official PDF of thesis. === Includes bibliographical references (pages 145-163). === Many problems in the machine learning pipeline boil down to maximizi...

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Bibliographic Details
Main Author: Staib, Matthew James.
Other Authors: Stefanie Jegelka.
Format: Others
Language:English
Published: Massachusetts Institute of Technology 2020
Subjects:
Online Access:https://hdl.handle.net/1721.1/127004