Hyperparameter optimization for recommender systems through Bayesian optimization

DOI10.1007/s10287-020-00376-3OpenAlexW3088658870MaRDI QIDQ2033691

I. Giordani, A. Candelieri, R. Perego, Francesco Archetti, Bruno G. Galuzzi

Publication date: 17 June 2021

Published in: Computational Management Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10287-020-00376-3

zbMATH Keywords

matrix factorizationcollaborative filteringBayesian optimizationrecommender systemhyperparameters optimization

Mathematics Subject Classification ID

Operations research and management science (90Bxx)

Uses Software

• Scikit
• Spearmint
• LowRankModels
• Pyglrm
• MovieLens
• scikit-optimize

Cites Work

• Unnamed Item
• Bayesian optimization of pump operations in water distribution systems
• A recommender system for active stock selection
• Generalized Low Rank Models
• A Knowledge-Gradient Policy for Sequential Information Collection
• 10.1162/153244303321897663

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