Contextual Bandit for Active Learning: Active Thompson Sampling

Djallel Bouneffouf, Romain Laroche, Tanguy Urvoy, Raphaƫl Feraud, Robin Allesiardo. Contextual Bandit for Active Learning: Active Thompson Sampling. In Chu Kiong Loo, Keem Siah Yap, Kok Wai Wong, Andrew Teoh Beng Jin, Kaizhu Huang, editors, Neural Information Processing - 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part I. Volume 8834 of Lecture Notes in Computer Science, pages 405-412, Springer, 2014. [doi]

Abstract

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