Search Results for author: Walid Bendada

Found 6 papers, 5 papers with code

On the Consistency of Average Embeddings for Item Recommendation

1 code implementation24 Aug 2023 Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Thomas Bouabça, Tristan Cazenave

A prevalent practice in recommender systems consists in averaging item embeddings to represent users or higher-level concepts in the same embedding space.

Recommendation Systems

Track Mix Generation on Music Streaming Services using Transformers

no code implementations6 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

A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services

1 code implementation12 Apr 2023 Walid Bendada, Guillaume Salha-Galvan, Thomas Bouabça, Tristan Cazenave

Music streaming services often aim to recommend songs for users to extend the playlists they have created on these services.

Representation Learning

Carousel Personalization in Music Streaming Apps with Contextual Bandits

1 code implementation14 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

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