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Adaptive Experimental Design for Efficient Treatment Effect Estimation: Randomized Allocation via Contextual Bandit Algorithm.
Masahiro Kato
Takuya Ishihara
Junya Honda
Yusuke Narita
Published in:
CoRR (2020)
Keyphrases
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experimental design
contextual bandit
upper confidence bound
np hard
learning algorithm
worst case
data sets
training data
reinforcement learning
active learning
social media
text classification