Published in The AAAI Conference on Artificial Intelligence, 2023
Recommended citation: Reda Ouhamma, Debabrota Basu, and Odalric-Ambrym Maillard. "Bilinear exponential family of mdps: Frequentist regret bound with tractable exploration and planning." AAAI (2023).
Published in Neural Information Processing Systems 34, Spotlight (top 3%), 2021
Recommended citation: Reda Ouhamma, Rémy Degenne, Vianney Perchet, and Pierre Gaillard. "Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits." Advances in Neural Information Processing Systems 34 (2021): 18577-18589.
Published in Neural Information Processing Systems 34, 2021
Recommended citation: Reda Ouhamma, Odalric-Ambrym Maillard, and Vianney Perchet. "Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge." Advances in Neural Information Processing Systems 34 (2021): 24430-24441.
Published in The International Conference on Learning Representations, 2021
Recommended citation: Yannis Flet-Berliac, Reda Ouhamma, Odalric-Ambrym Maillard, and Philippe Preux. "Learning value functions in deep policy gradients using residual variance." International Conference on Learning Representations. 2021.
