Search Results for author: Théo Bontempelli

Found 4 papers, 2 papers with code

Let's Get It Started: Fostering the Discoverability of New Releases on Deezer

1 code implementation • 5 Jan 2024 • Léa Briand, Théo Bontempelli, Walid Bendada, Mathieu Morlon, François Rigaud, Benjamin Chapus, Thomas Bouabça, Guillaume Salha-Galvan

This paper presents our recent initiatives to foster the discoverability of new releases on the music streaming service Deezer.

Multi-Armed Bandits

1

Paper
Code

Track Mix Generation on Music Streaming Services using Transformers

no code implementations • 6 Jul 2023 • Walid Bendada, Théo Bontempelli, Mathieu Morlon, Benjamin Chapus, Thibault Cador, Thomas Bouabça, Guillaume Salha-Galvan

This paper introduces Track Mix, a personalized playlist generation system released in 2022 on the music streaming service Deezer.

Collaborative Filtering

Paper
Add Code

Flow Moods: Recommending Music by Moods on Deezer

no code implementations • 15 Jul 2022 • Théo Bontempelli, Benjamin Chapus, François Rigaud, Mathieu Morlon, Marin Lorant, Guillaume Salha-Galvan

We detail the motivations, the development, and the deployment of this system on Deezer.

Collaborative Filtering

Paper
Add Code

Carousel Personalization in Music Streaming Apps with Contextual Bandits

1 code implementation • 14 Sep 2020 • Walid Bendada, Guillaume Salha, Théo Bontempelli

Media services providers, such as music streaming platforms, frequently leverage swipeable carousels to recommend personalized content to their users.

Multi-Armed Bandits

53

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.