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An efficient manifold regularized sparse non-negative matrix factorization model for large-scale recommender systems on GPUs

Low-rank ApproximationGroup RecommendersEngineeringMachine LearningData ScienceData MiningLarge-scale Recommender SystemsMatrix FactorizationComputer ScienceCollaborative FilteringCold-start ProblemEfficient Manifold