CV

Education

B.S. in GitHub, GitHub University, 2012
M.S. in Jekyll, GitHub University, 2014
Ph.D in Version Control Theory, GitHub University, 2018 (expected)

Work experience

Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub

Skills

Skill 1
Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
Skill 3

Publications

Learning Value Functions in Deep Policy Gradients using Residual Variance

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

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

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

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

October 22, 2021

Talk at Inria Scool seminars, Lille, France

Stochastic online regression

October 20, 2022

Talk at AgroParisTech, Departement of MIA Paris-Saclay, Paris, France

Teaching

Teaching experience 1

Teaching experience 2

Service and leadership

Currently signed in to 43 different slack teams