Minimax estimation with structured data : shape constraints, causal models, and optimal transport

Thesis: Ph. D., Massachusetts Institute of Technology, Department of Mathematics, 2019 === Cataloged from PDF version of thesis. === Includes bibliographical references (pages 275-299). === Modern statistics often deals with high-dimensional problems that suffer from poor performance guarantees and...

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Bibliographic Details
Main Author: Hütter, Jan-Christian Klaus.
Other Authors: Philippe Rigollet.
Format: Others
Language:English
Published: Massachusetts Institute of Technology 2019
Subjects:
Online Access:https://hdl.handle.net/1721.1/122184

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