Publications

Hamza Cherkaoui, Igor Colin, Merwan Barlier (2025). Adaptive Sample Sharing for Multi Agent Linear Bandits. In ICML.

Hamza Cherkaoui, Merwan Barlier, Igor Colin (2025). Wireless Parameter Tuning with Clustering Multi-Agents in Linear Stochastic Bandit.

Cedric Malherbe, Emilio Domı́nguez-Sánchez, Merwan Barlier, Igor Colin, Haitham Bou Ammar, Tom Diethe (2024). Measures of diversity and space-filling designs for categorical data. Forty-first International Conference on Machine Learning.

Alexandre Rio, Merwan Barlier, Igor Colin, Albert Thomas (2024). Differentially Private Model-Based Offline Reinforcement Learning. arXiv preprint arXiv:2402.05525.

Ludovic Dos Santos, Merwan Barlier, KEGL Balazs, Igor Colin (2023). Method and system for a controller. Google Patents.

Thomas Kerdreux, Igor Colin, Alexandre D’Aspremont (2023). Stable bounds on the duality gap of separable nonconvex optimization problems. Mathematics of Operations Research.

Xuedong Shang, Igor Colin, Merwan Barlier, Hamza Cherkaoui (2023). Price of Safety in Linear Best Arm Identification. arXiv preprint arXiv:2309.08709.

Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare (2023). Multi-agent best arm identification with private communications. International Conference on Machine Learning.

Hamza Cherkaoui, Merwan Barlier, Igor Colin (2023). Clustered Multi-Agent Linear Bandits. arXiv preprint arXiv:2309.08710.

Malik Tiomoko, Ekkehard Schnoor, Mohamed El Amine Seddik, Igor Colin, Aladin Virmaux (2022). Deciphering Lasso-based Classification Through a Large Dimensional Analysis of the Iterative Soft-Thresholding Algorithm. International Conference on Machine Learning.