Niladri S. Chatterji, Vidya Muthukumar, Peter L. Bartlett. OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 1844-1854, PMLR, 2020. [doi]
@inproceedings{ChatterjiMB20,
title = {OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits},
author = {Niladri S. Chatterji and Vidya Muthukumar and Peter L. Bartlett},
year = {2020},
url = {http://proceedings.mlr.press/v108/chatterji20b.html},
researchr = {https://researchr.org/publication/ChatterjiMB20},
cites = {0},
citedby = {0},
pages = {1844-1854},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
editor = {Silvia Chiappa and Roberto Calandra},
volume = {108},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}