| 2025 | Networking | Faster Latency Constrained Service Placement in Edge Computing with Deep Reinforcement Learning. | Orso Forghieri, Yannick Carlinet, Emmanuel Hyon, Erwan Le Pennec, Nancy Perrot |
| 2024 | ICAPS | Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming. | Orso Forghieri, Hind Castel, Emmanuel Hyon, Erwan Le Pennec |
| 2024 | UAI | Towards Minimax Optimality of Model-based Robust Reinforcement Learning. | Pierre Clavier, Erwan Le Pennec, Matthieu Geist |
| 2023 | ICML | Input uncertainty propagation through trained neural networks. | Paul Monchot, Loic Coquelin, Sbastien Julien Petit, Sbastien Marmin, Erwan Le Pennec, Nicolas Fischer |
| 2021 | KDD | Causal and Interpretable Rules for Time Series Analysis. | Amin Dhaou, Antoine Bertoncello, Sbastien Gourvnec, Josselin Garnier, Erwan Le Pennec |
| 2020 | ICAART | Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application. | Rmi Besson, Erwan Le Pennec, Emmanuel Spaggiari, Antoine Neuraz, Julien Stirnemann, Stphanie Allassonnire |
| 2009 | ICIP | NL-Means and aggregation procedures. | Joseph Salmon, Erwan Le Pennec |
| 2003 | VCIP | Geometrical image compression with bandelets. | Erwan Le Pennec, Stphane Mallat |
| 2001 | ICIP | Bandelet representations for image compression. | Erwan Le Pennec, Stphane Mallat |
| 2000 | ICIP | Image Compression with Geometrical Wavelets. | Erwan Le Pennec, Stphane Mallat |