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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
publications
Learning Value Functions in Deep Policy Gradients using Residual Variance
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.
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge
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.
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits
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.
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning
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).
talks
Online sign identification
Published:
I presented my work on online sign identification in the bandit setting at the Inria Lille seminar. Slides
Stochastic online regression
Published:
I was invited to present my paper on stochastic online regression at the MIA departement’s seminar. Slides
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.