Mind the Gap: Measuring Generalization Performance Across Multiple Objectives

Matthias Feurer, Katharina Eggensperger, Edward Bergman +3

Modern machine learning models are often constructed taking into account multiple objectives, e.g., minimizing inference time while also maximizing accuracy. Multi-objective hyperp…