Collaborative hyperparameter tuning

Rémi Bardenet, Mátyás Brendel, Balázs Kégl, Michèle Sebag

Abstract: Hyperparameter learning has traditionally been a manual task because of the limited number of trials. Today’s computing infrastructures allow bigger evaluation budgets, thus opening the way for alg...