Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination
| Main Authors: | , , , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2022
|
| Online Access: | https://hdl.handle.net/1721.1/145807 |
| _version_ | 1826200377902497792 |
|---|---|
| author | Chen, Sitan Koehler, Frederic Moitra, Ankur Yau, Morris |
| author2 | Massachusetts Institute of Technology. Department of Mathematics |
| author_facet | Massachusetts Institute of Technology. Department of Mathematics Chen, Sitan Koehler, Frederic Moitra, Ankur Yau, Morris |
| author_sort | Chen, Sitan |
| collection | MIT |
| first_indexed | 2024-09-23T11:35:28Z |
| format | Article |
| id | mit-1721.1/145807 |
| institution | Massachusetts Institute of Technology |
| language | English |
| last_indexed | 2024-09-23T11:35:28Z |
| publishDate | 2022 |
| publisher | IEEE |
| record_format | dspace |
| spelling | mit-1721.1/1458072022-10-13T03:28:15Z Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination Chen, Sitan Koehler, Frederic Moitra, Ankur Yau, Morris Massachusetts Institute of Technology. Department of Mathematics 2022-10-12T17:41:41Z 2022-10-12T17:41:41Z 2022-02 2022-10-12T17:27:41Z Article http://purl.org/eprint/type/ConferencePaper https://hdl.handle.net/1721.1/145807 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). en 10.1109/focs52979.2021.00072 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS) Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf IEEE arXiv |
| spellingShingle | Chen, Sitan Koehler, Frederic Moitra, Ankur Yau, Morris Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination |
| title | Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination |
| title_full | Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination |
| title_fullStr | Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination |
| title_full_unstemmed | Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination |
| title_short | Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination |
| title_sort | online and distribution free robustness regression and contextual bandits with huber contamination |
| url | https://hdl.handle.net/1721.1/145807 |
| work_keys_str_mv | AT chensitan onlineanddistributionfreerobustnessregressionandcontextualbanditswithhubercontamination AT koehlerfrederic onlineanddistributionfreerobustnessregressionandcontextualbanditswithhubercontamination AT moitraankur onlineanddistributionfreerobustnessregressionandcontextualbanditswithhubercontamination AT yaumorris onlineanddistributionfreerobustnessregressionandcontextualbanditswithhubercontamination |