User preference and embedding learning with implicit feedback for recommender systems
Sumit Sidana, Mikhail Trofimov, Oleh Horodnytskyi, Charlotte Laclau, Yury Maximov, Massih-Reza Amini
Topics & Concepts
Preference learningCollaborative filteringComputer scienceEmbeddingRanking (information retrieval)Pairwise comparisonRecommender systemPreferenceConsistency (knowledge bases)Machine learningRelation (database)Representation (politics)Artificial intelligenceLearning to rankSpace (punctuation)Empirical risk minimizationPreference elicitationFeature learningPreference relationMinificationEmpirical researchTheoretical computer scienceActive learning (machine learning)Control (management)Data miningTransfer of learningComponent (thermodynamics)Recommender Systems and TechniquesAdvanced Bandit Algorithms ResearchAdvanced Graph Neural Networks