A More Accurate Algorithm Comparison through A/B Testing using Offline Evaluation Methods

Koki Konishi, Masataka Ushiku, Yuta Saito

A/B testing is the gold standard for selecting the better algorithm in online services. While offline evaluation has attracted attention as a safer alternative due to the high expe…