| 2025 | EMNLP | Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark. | Derin Ozer, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy, Sylvain Lamprier |
| 2025 | ICRA | Learning Direct Solution in Moving Horizon Estimation with Deep Learning Methods. | Fabien Lionti, Nicolas Gutowski, Sbastien Aubin, Philippe Martinet |
| 2025 | IJCNN | Bias-Variance Analysis of Multi-Step Loss Functions for Dynamical System Identification. | Fabien Lionti, Nicolas Gutowski, Sbastien Aubin, Philippe Martinet |
| 2025 | ICTAI | Guiding Evolutionary Molecular Design: Adding Reinforcement Learning for Mutation Selection. | Galle Milon-Harnois, Chama Touhami, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy |
| 2025 | ICTAI | A Transformer Model for Predicting Chemical Products from Generic SMARTS Templates with Data Augmentation. | Derin Ozer, Sylvain Lamprier, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy |
| 2024 | ISMIS | Bayesian Approach for Parameter Estimation in Vehicle Lateral Dynamics. | Fabien Lionti, Nicolas Gutowski, Sbastien Aubin, Philippe Martinet |
| 2023 | EMNLP | Byte Pair Encoding for Symbolic Music. | Nathan Fradet, Nicolas Gutowski, Fabien Chhel, Jean-Pierre Briot |
| 2022 | FlAIRS | COM-MABs: From Users' Feedback to Recommendation. | Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski |
| 2020 | ICTAI | Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback. | Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski |
| 2019 | ICTAI | Gorthaur: A Portfolio Approach for Dynamic Selection of Multi-Armed Bandit Algorithms for Recommendation. | Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel |
| 2019 | ICTAI | Improving Bandit-Based Recommendations with Spatial Context Reasoning: An Online Evaluation. | Nicolas Gutowski, Olivier Camp, Fabien Chhel, Tassadit Amghar, Patrick Albers |
| 2019 | SAC | Global versus individual accuracy in contextual multi-armed bandit. | Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel |
| 2018 | ICTAI | Context Enhancement for Linear Contextual Multi-Armed Bandits. | Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel |