| 2026 | ESANN | High Performance, Low Reliability: Uncertainty Benchmarking for Tabular Foundation Models. | Jos Lucas De Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2025 | ICLR | T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data. | Hugo Thimonier, Jos Lucas De Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2024 | CIKM | Retrieval Augmented Deep Anomaly Detection for Tabular Data. | Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2024 | ICML | Beyond Individual Input for Deep Anomaly Detection on Tabular Data. | Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan |
| 2023 | INISTA | Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management. | Marc Velay, Bich-Lin Doan, Arpad Rimmel, Fabrice Popineau, Fabrice Daniel |
| 2022 | IJCNN | TracInAD: Measuring Influence for Anomaly Detection. | Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Lin Doan, Fabrice Daniel |
| 2019 | WG | Fixed-Parameter Tractability of Counting Small Minimum (S, T)-Cuts. | Pierre Berg, Benjamin Mouscadet, Arpad Rimmel, Joanna Tomasik |
| 2018 | COCOA | On the Competitiveness of Memoryless Strategies for the k-Canadian Traveller Problem. | Pierre Berg, Julien Hemery, Arpad Rimmel, Joanna Tomasik |
| 2018 | CPAIOR | Bandits Help Simulated Annealing to Complete a Maximin Latin Hypercube Design. | Christian Hamelain, Kaourintin Le Guiban, Arpad Rimmel, Joanna Tomasik |
| 2016 | CEC | Restricting the search space to boost Quantum Annealing performance. | Pierre Berg, Baptiste Cavarec, Arpad Rimmel, Joanna Tomasik |
| 2016 | GECCO | Search Space Exploration and an Optimization Criterion for Hard Design Problems. | Pierre Berg, Kaourintin Le Guiban, Arpad Rimmel, Joanna Tomasik |
| 2009 | ICML | Bandit-based optimization on graphs with application to library performance tuning. | Frdric de Mesmay, Arpad Rimmel, Yevgen Voronenko, Markus Pschel |
| 2008 | ICINCO | The Parallelization of Monte-Carlo Planning - Parallelization of MC-Planning. | Sylvain Gelly, Jean-Baptiste Hoock, Arpad Rimmel, Olivier Teytaud, Y. Kalemkarian |