Distributionally robust expectation inequalities for structured distributions

Quantifying the risk of unfortunate events occurring, despite limited distributional information, is a basic problem underlying many practical questions. Indeed, quantifying constraint violation probabilities in distributionally robust programming or judging the risk of financial positions can both...

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Bibliographic Details
Main Authors: Morari, Manfred, Goulart, Paul J., Van Parys, Bart Paul Gerard
Other Authors: Massachusetts Institute of Technology. Operations Research Center
Format: Article
Language:English
Published: Springer Berlin Heidelberg 2019
Online Access:http://hdl.handle.net/1721.1/120735
https://orcid.org/0000-0003-4177-4849