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- W2102188581 abstract "Structured sparse coding and the related structured dictionary learning problems are novel research areas in machine learning. In this paper we present a new application of structured dictionary learning for collaborative filtering based recommender systems. Our extensive numerical experiments demonstrate that the presented technique outperforms its state-of-the-art competitors and has several advantages over approaches that do not put structured constraints on the dictionary elements." @default.
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- W2102188581 date "2012-01-01" @default.
- W2102188581 modified "2023-09-23" @default.
- W2102188581 title "Collaborative Filtering via Group-Structured Dictionary Learning" @default.
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- W2102188581 doi "https://doi.org/10.1007/978-3-642-28551-6_31" @default.
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