Adaptive Experimentation at Scale: A Computational Framework for Flexible Batches

E Che, H Namkoong - arXiv preprint arXiv:2303.11582, 2023 - arxiv.org
Standard bandit algorithms that assume continual reallocation of measurement effort are
challenging to implement due to delayed feedback and infrastructural/organizational …

Bayesian Adaptive Trials for Social Policy

S Cripps, A Lopatnikova, HM Afshar, B Gales… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper proposes Bayesian Adaptive Trials (BAT) as both an efficient method to conduct
trials and a unifying framework for evaluation social policy interventions, addressing …