Classification Bandits: Classification Using Expected Rewards as Imperfect Discriminators

Author:

Tabata Koji,Nakumura Atsuyoshi,Komatsuzaki Tamiki

Publisher

Springer International Publishing

Reference10 articles.

1. Audibert, J.Y., Bubeck, S.: Best arm identification in multi-armed bandits (2010)

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3. Kalyanakrishnan, S., Tewari, A., Auer, P., Stone, P.: Pac subset selection in stochastic multi-armed bandits. In: ICML, vol. 12, pp. 655–662 (2012)

4. Kano, H., Honda, J., Sakamaki, K., Matsuura, K., Nakamura, A., Sugiyama, M.: Good arm identification via bandit feedback. Mach. Learn. 108(5), 721–745 (2019). https://doi.org/10.1007/s10994-019-05784-4

5. Kaufmann, E., Koolen, W.M., Garivier, A.: Sequential test for the lowest mean: from Thompson to murphy sampling. In: Advances in Neural Information Processing Systems, pp. 6332–6342 (2018)

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