Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination
Name
2010.04157.pdf
Description
Submitted version
Size
1.09 MB
Format
Adobe PDF
Checksum (MD5)
488b67e79e10dd5894c0413acb773bc9
Author(s) • • •
Chen, Sitan
Koehler, Frederic
Moitra, Ankur
Yau, Morris
Date Issued
February 2022
Journal
2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS)
Publisher
IEEE
Citation
Chen, Sitan, Koehler, Frederic, Moitra, Ankur and Yau, Morris. 2022. "Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination." 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS).
Version
Original manuscript
MIT Department
Massachusetts Institute of Technology. Department of Mathematics
Terms of Use
Creative Commons Attribution-Noncommercial-Share Alike
Persistent DSpace Link
DOI of Published Version
https://doi.org/10.1109/focs52979.2021.00072