| 2025 | AISTATS | Planning and Learning in Risk-Aware Restless Multi-Arm Bandits. | Nima Akbarzadeh, Yossiri Adulyasak, Erick Delage |
| 2025 | AISTATS | Q-learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis. | Jia Lin Hau, Erick Delage, Esther Derman, Mohammad Ghavamzadeh, Marek Petrik |
| 2025 | AISTATS | Fair Resource Allocation in Weakly Coupled Markov Decision Processes. | Xiaohui Tu, Yossiri Adulyasak, Nima Akbarzadeh, Erick Delage |
| 2024 | ICML | Robust Data-driven Prescriptiveness Optimization. | Mehran Poursoltani, Erick Delage, Angelos Georghiou |
| 2024 | UAI | End-to-end Conditional Robust Optimization. | Abhilash Reddy Chenreddy, Erick Delage |
| 2022 | CIKM | Risk-Aware Bid Optimization for Online Display Advertisement. | Rui Fan, Erick Delage |
| 2009 | KDD | Regret-based online ranking for a growing digital library. | Erick Delage |
| 2007 | ICML | Percentile optimization in uncertain Markov decision processes with application to efficient exploration. | Erick Delage, Shie Mannor |
| 2006 | CVPR | A Dynamic Bayesian Network Model for Autonomous 3D Reconstruction from a Single Indoor Image. | Erick Delage, Honglak Lee, Andrew Y. Ng |
| 2005 | ISRR | Automatic Single-Image 3d Reconstructions of Indoor Manhattan World Scenes. | Erick Delage, Honglak Lee, Andrew Y. Ng |