Data-Efficient Ranking of Recommendation Models

Berivan Isik, Matthew Fahrbach, Dima Kuzmin, Nicolas Mayoraz, Emil Praun, Steffen Rendle, Raghavendra Vasudeva

Published: 29 Aug 2025, Last Modified: 29 Aug 2025AutoML 2025 Non-Archival Content TrackEveryoneRevisionsBibTeXCC BY 4.0
Submission Type: Short paper
Tldr: We reduce the cost of hyperparameter search of online recommendation models trained on non-stationary data by 10 times.
Submission Number: 32