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Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques.
Olivier Nicol
Jérémie Mary
Philippe Preux
Published in:
CoRR (2014)
Keyphrases
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contextual bandit
computational cost
upper confidence bound
data structure
computationally efficient
real time
optimization problems
information retrieval
learning algorithm
email
image classification
theoretical analysis