| 2025 | ICML | Adaptive Sample Sharing for Multi Agent Linear Bandits. | Hamza Cherkaoui, Merwan Barlier, Igor Colin |
| 2024 | ICML | Measures of diversity and space-filling designs for categorical data. | Cdric Malherbe, Emilio Domnguez-Snchez, Merwan Barlier, Igor Colin, Haitham Bou-Ammar, Tom Diethe |
| 2023 | ICML | Multi-Agent Best Arm Identification with Private Communications. | Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare |
| 2022 | ICML | Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm. | Malik Tiomoko, Ekkehard Schnoor, Mohamed El Amine Seddik, Igor Colin, Aladin Virmaux |
| 2021 | ICML | Best Arm Identification in Graphical Bilinear Bandits. | Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre |
| 2018 | ICDM | Parallel Contextual Bandits in Wireless Handover Optimization. | Igor Colin, Albert Thomas, Moez Draief |
| 2016 | ICML | Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions. | Igor Colin, Aurlien Bellet, Joseph Salmon, Stphan Clmenon |