Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques

Olivier Nicol, Jérémie Mary, Philippe Preux

In many recommendation applications such as news recommendation, the items that can be rec- ommended come and go at a very fast pace. This is a challenge for recommender systems (R…