2020
Model Selection for Production System via Automated Online Experiments
NeurIPS 2020poster
A challenge that machine learning practitioners in the industry face is the task of selecting the best model to deploy in production. As a model is often an intermediate component of a production system, online controlled experiments such as A/B tests yield the most reliable estimation of the effect…