Online Learning with Sample Selection Bias

Divya Singhvi
Corresponding Author
Divya Singhvi
[email protected]
https://orcid.org/0000-0001-8763-015X
Leonard N. Stern School of Business, New York University, New York, New York 10012
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,
Somya Singhvi
Somya Singhvi
[email protected]
https://orcid.org/0000-0003-3999-7189
Marshall School of Business, University of Southern California, Los Angeles, California 90005
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Corresponding Author

Divya Singhvi

[email protected]

https://orcid.org/0000-0001-8763-015X

Leonard N. Stern School of Business, New York University, New York, New York 10012

Search for more papers by this author

,

Somya Singhvi

[email protected]

https://orcid.org/0000-0003-3999-7189

Marshall School of Business, University of Southern California, Los Angeles, California 90005

Search for more papers by this author

Published Online:19 Mar 2025https://doi.org/10.1287/opre.2023.0223

Supplemental Material

opre.2023.0223.sm1.pdf

opre.2023.0223.cd.zip

cover image Operations Research

Volume 73, Issue 5

September-October 2025

Pages iii-vii, 2297-2866, C2-C3

Article Information

Supplemental Material

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Information

Received:April 27, 2023
Accepted:January 21, 2025
Published Online:March 19, 2025

Copyright © 2025, INFORMS

Cite as

Divya Singhvi, Somya Singhvi (2025) Online Learning with Sample Selection Bias. Operations Research 73(5):2458-2476.

https://doi.org/10.1287/opre.2023.0223

Keywords

Acknowledgments

The authors thank Gustavo Vulcano, the anonymous associate editor, and two anonymous reviewers for constructive comments; Jackie Baek and Fiorin Ciocan for valuable advice that improved the paper; and Tiantong (Frank) Li for assistance in data analysis.