Thomas Bouabça

Researcher, Deezer

Joined

May 2024

Names

Thomas Bouabça (Preferred)

Emails

****@deezer.com (Confirmed)

,

****@deezer.com (Confirmed)

Personal Links

Career & Education History

Researcher

Deezer (deezer.com)

2015 – Present

PhD student

LCPQ, Université de Toulouse (univ-toulouse.fr)

2005 – 2009

Advisors, Relations & Conflicts

Coauthor

Tristan Cazenave

2021 – 2024

Coauthor

Guillaume Salha-Galvan

2017 – 2024

PhD Advisor

Michel Caffarel

2005 – 2009

Expertise

Recommender Systems

2014 – 2024

Machine Learning

2005 – 2024

Quantum Physics

2005 – 2024

Publications

von Mises-Fisher Sampling of GloVe Vectors
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
- FPI-ICLR2025 Poster
- Readers: Everyone
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
- ICML 2025 poster
- Readers: Everyone
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
- Submitted to ICLR 2025
- Readers: Everyone
vMF-exp: von Mises-Fisher Exploration of Large Action Sets with Hyperspherical Embeddings
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Théo Bontempelli, Thomas Bouabça, Tristan Cazenave
- ARLET 2024 Poster
- Readers: Everyone
Let's Get It Started: Fostering the Discoverability of New Releases on Deezer
Léa Briand, Théo Bontempelli, Walid Bendada, Mathieu Morlon, François Rigaud, Benjamin Chapus, Thomas Bouabça, Guillaume Salha-Galvan
- ECIR (5) 2024
- Readers: Everyone
On the Consistency of Average Embeddings for Item Recommendation
Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Thomas Bouabça, Tristan Cazenave
- RecSys 2023
- Readers: Everyone
Track Mix Generation on Music Streaming Services using Transformers
Walid Bendada, Théo Bontempelli, Mathieu Morlon, Benjamin Chapus, Thibault Cador, Thomas Bouabça, Guillaume Salha-Galvan
- CoRR 2023
- Readers: Everyone
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services
Walid Bendada, Guillaume Salha-Galvan, Thomas Bouabça, Tristan Cazenave
- CoRR 2023
- Readers: Everyone

View all 12 publications

Co-Authors