1 code implementation • 30 May 2018 • 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. e., many hypotheses are available to test), and observations are costly; we refer to this as the experiment-rich regime.
1 code implementation • ICML 2018 • 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 actions of the platform.
1 code implementation • 1 Mar 2017 • Sven Schmit, Carlos Riquelme
Based on this model, we prove that naive estimators, i. e. those which ignore this feedback loop, are not consistent.