User Modeling

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Exploiting Sequential Music Preferences via Optimisation-Based Sequencing
October 2023 | Dmitrii Moor, Yi Yuan, Rishabh Mehrotra, Zhenwen Dai, Mounia Lalmas

Exploiting Sequential Music Preferences via Optimisation-Based Sequencing
Optimizing for the Long-Term Without Delay
July 2023 | Thomas M. McDonald, Lucas Maystre, Mounia Lalmas, Daniel Russo, Kamil Ciosek

Optimizing for the Long-Term Without Delay
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
July 2023 | Federico Tomasi, Joseph Cauteruccio, Surya Kanoria, Kamil Ciosek, Matteo Rinaldi, and Zhenwen Dai

Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
Users’ interests are multi-faceted: recommendation models should be too
February 2023 | Himan Abdollahpouri

Users’ interests are multi-faceted: recommendation models should be too
Survival Analysis Meets Reinforcement Learning
November 2022 | Lucas Maystre

Survival Analysis Meets Reinforcement Learning
The Dynamics of Exploration on Spotify
July 2022 | Lillio Mok, Samuel F. Way, Lucas Maystre, Ashton Anderson

The Dynamics of Exploration on Spotify
May 2022 | Zahra Nazari, Ben Carterette, Mounia Lalmas

Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations

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