Stochastic Mirror Descent for Large-Scale Sparse Recovery. - Sasila Ilandarideva; Yannis Bekri; Anatoli B. Juditsky; Vianney Perchet (AISTATS, 2023)

First order algorithms for computing linear and polyhedral estimates. - Yannis Bekri; Anatoli B. Juditsky; Arkadi Nemirovski (Open J. Math. Optim., 2024)

Robust and computationally efficient estimation for high-dimensional statistical learning. (Estimation robuste et computationnellement efficace pour l'apprentissage statistique en haute dimension). - Yannis Bekri (2024)

Robust Signal Recovery Under Uncertain-but-Bounded Perturbations in Observation Matrix. - Yannis Bekri; Anatoli B. Juditsky; Arkadi Nemirovski (J. Optim. Theory Appl., 2025)

Estimation from Indirect Observations Under Stochastic Uncertainty in Observation Matrix. - Yannis Bekri; Anatoli B. Juditsky; Arkadi Nemirovski (J. Optim. Theory Appl., 2025)