Contextual Bandit Algorithms with Supervised Learning Guarantees.

Alina Beygelzimer John Langford Lihong Li Lev Reyzin Robert E. Schapire

Published in: AISTATS (2011)

Keyphrases

contextual bandit
supervised learning
learning algorithm
multimedia
upper confidence bound
knowledge base
active learning
worst case