Yehuda Koren

On the Difficulty of Evaluating Baselines: A Study on Recommender Systems

2019 · arXiv (Cornell University)

Numerical evaluations with comparisons to baselines play a central role when judging research in recommender systems. In this paper, we show that running baselines properly is difficult. We demonstrate this issue on two extensively studied …