CV

Education

• Ph.D in Fairness in Graph Learning, Télécom Paris - Deezer Research, 2026 (expected)
• M.S. in Statistical Learning (Master MVA Mathématiques, Vision, Apprentissage), ENS Paris-Saclay, 2023
• M.S. in Statistical Learning, ENSAE, 2023

Work experience

• May-November 2023: Research Scientist Intern
  • Deezer Research, Paris, France
  • Supervisor: Bruno Sguerra, Manuel Moussallam
• September 2021 - March 2022: Data Scientist Intern
  • Louis Bachelier Institute, Paris, France
  • Natural Language Processing
• May-August 2021: Research Scientist Intern
  • CETIC, Charleroi, Belgium
  • Computer Vision for stenosis detection
  • Supervisor: Xavier Lessage

Publications

Modeling Musical Genre Trajectories through Pathlet Learning

MAREY, Lilian, LACLAU, Charlotte, SGUERRA, Bruno, et al. Modeling Musical Genre Trajectories through Pathlet Learning. In : Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization. 2025. p. 202-210.

Do recommender systems promote local music? a reproducibility study using music streaming data.

MATROSOVA, Kristina, MAREY, Lilian, SALHA-GALVAN, Guillaume, et al. Do recommender systems promote local music? a reproducibility study using music streaming data. In : Proceedings of the 18th ACM Conference on Recommender Systems. 2024. p. 148-157.

Modeling activity-driven music listening with PACE

MAREY, Lilian, SGUERRA, Bruno, et MOUSSALLAM, Manuel. Modeling activity-driven music listening with pace. In : Proceedings of the 2024 Conference on Human Information Interaction and Retrieval. 2024. p. 346-351.

Teaching

Machine Learning for Text Mining (Master’s Degree)

Statistical learning and data mining (Master’s Degree)