Parallel Higher Order Alternating Least Square for Tensor Recommender System. - Romain Warlop; Alessandro Lazaric; Jérémie Mary (AAAI Workshops, 2017)

Fighting Boredom in Recommender Systems with Linear Reinforcement Learning. - Romain Warlop; Alessandro Lazaric; Jérémie Mary (NeurIPS, 2018)

Basket Completion with Multi-task Determinantal Point Processes. - Romain Warlop; Jérémie Mary; Mike Gartrell (CoRR, 2018)

Novel Learning and Exploration-Exploitation Methods for Effective Recommender Systems. (Nouveaux algorithmes et méthodes d'exploration-exploitation pour des systèmes de recommandations efficaces). - Romain Warlop (2018)

Tensorized Determinantal Point Processes for Recommendation. - Romain Warlop; Jérémie Mary; Mike Gartrell (KDD, 2019)

Comprendre l'impact des stratégies de prix sur le comportement des consommateurs. - Jarod Vanderlynden; Philippe Mathieu; Romain Warlop (JFSMA, 2023)

Understanding the Impact of Promotions on Consumer Behavior. - Jarod Vanderlynden; Philippe Mathieu; Romain Warlop (AAMAS, 2024)

Simulation of Consumers Behavior Facing Discounts and Promotions. - Jarod Vanderlynden; Philippe Mathieu; Romain Warlop (ICAART (3), 2024)

Stratégies marketing et effets de contexte. - Jarod Vanderlynden; Philippe Mathieu; Romain Warlop (JFSMA, 2024)