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stat.ML2018
Optimal Testing in the Experiment-rich Regime
Sven Schmit, Virag Shah, Ramesh Johari
Motivated by the widespread adoption of large-scale A/B testing in industry, we propose a new experimentation framework for the setting where potential experiments are abundant (i.…
stat.ML2018
Learning with Abandonment
Ramesh Johari, Sven Schmit
Consider a platform that wants to learn a personalized policy for each user, but the platform faces the risk of a user abandoning the platform if she is dissatisfied with the actio…