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Sequence Adaptation via Reinforcement Learning in Recommender Systems


Jul 31, 2021
Stefanos Antaris, Dimitrios Rafailidis


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A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming


Jul 28, 2021
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas


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Multi-Task Learning for User Engagement and Adoption in Live Video Streaming Events


Jun 18, 2021
Stefanos Antaris, Dimitrios Rafailidis, Romina Arriaza


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EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events


Nov 11, 2020
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas


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VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming Solutions


Nov 11, 2020
Stefanos Antaris, Dimitrios Rafailidis


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Distill2Vec: Dynamic Graph Representation Learning with Knowledge Distillation


Nov 11, 2020
Stefanos Antaris, Dimitrios Rafailidis


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On Estimating the Training Cost of Conversational Recommendation Systems


Nov 10, 2020
Stefanos Antaris, Dimitrios Rafailidis, Mohammad Aliannejadi


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A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation


Sep 16, 2019
Mohammad Aliannejadi, Dimitrios Rafailidis, Fabio Crestani

* To appear in IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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Cross-Domain Collaborative Filtering via Translation-based Learning


Aug 11, 2019
Dimitrios Rafailidis

* arXiv admin note: text overlap with arXiv:1907.01645 

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Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering


Jun 29, 2019
Dimitrios Rafailidis, Gerhard Weiss


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