New research area : Deep reinforecment learnig

General research areas : Statistics, geometry and algorithms for high-dimensional data

Jonathan Viquerat, Paul Garnier, Amirhossein Bateni, Elie Hachem. Dragonfly: a modular deep reinforcement learning library. arXiv preprint arXiv:2505.03778 link

Amir-Hossein Bateni. Contributions to robust estimation: minimax optimality vs. computational tractability. PhD thesis, ENSAE, IP Paris. link

Amir-Hossein Bateni, Arshak Minasyan, Arnak S. Dalalyan. Nearly minimax robust esti- mator of the mean vector by iterative spectral dimension reduction. Bernoulli 31(4): 2699-2722 (November 2025). DOI: 10.3150/24-BEJ1822 link

Amir-Hossein Bateni, Arnak S. Dalalyan. Confidence regions and minimax rates in outlier- robust estimation on the probability simplex. Electronic Journal of Statistics, Volume 14, Number 2, 2020, Pages 2653-2677. link

Amir-Hossein Bateni, Thibaut Manneville and Vincent Pilaud. On quadrangulations and Stokes complexes. Electronic Notes in Discrete Mathematics, Volume 61, August 2017, Pages 107-113. link