[9:00 – 9:05] | Welcome to DLRS 2018! | [slides] |
[9:05 – 9:50] | Keynote: Deep Learning from Logged Interventions by Thorsten Joachims |
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[9:50 – 10:10] | A Collective Variational Autoencoder for Top-N Recommendation with Side Information Yifan Chen, Maarten de Rijke |
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[10:10 – 10:30] | Item Recommendation with Variational Autoencoders and Heterogeneous Priors by Giannis Karamanolakis, Kevin Raji Cherian, Ananth Ravi Narayan, Jie Yuan, Da Tang, Tony Jebara |
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[10:30 – 11:00] | Coffee break | |
[11:00 – 11:45] | Keynote: Delayed Learning, Multi-objective Optimization, and Whole Slate Generation in Recommender Systems by Ray Jiang |
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[11:45 – 12:05] | News Session-Based Recommendations using Deep Neural Networks by Gabriel de Souza P. Moreira, Felipe Ferreira, Adilson Marques da Cunha |
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[12:05 – 12:25] | Knowledge-aware Autoencoders for Explainable Recommender Systems by Vito Bellini, Angelo Schiavone, Tommaso Di Noia, Azzurra Ragone, Eugenio Di Sciascio |
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[12:25 – 12:30] | Closing remarks |