Dealing with Nuisance Parameters using Machine Learning in High Energy Physics: a Review

Tommaso Dorigo, Pablo de Castro

In this work we discuss the impact of nuisance parameters on the effectiveness of machine learning in high-energy physics problems, and provide a review of techniques that allow to…