Variance-Optimal Augmentation Logging for Counterfactual Evaluation in Contextual Bandits.

Aaron David Tucker Thorsten Joachims

Published in: CoRR (2022)

Keyphrases

evaluation method
dynamic programming
conditional expectation
case study
optimal solution
evaluation metrics
neural network
web pages
least squares
closed form
context sensitive
variance reduction