Efficient First-Order Algorithms for Adaptive Signal Denoising. - Dmitrii Ostrovskii; Zaïd Harchaoui (ICML, 2018)

Adaptive signal recovery by convex optimization. (Reconstruction adaptative de signaux par optimisation convexe). - Dmitrii Ostrovskii (2018)

Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance. - Ulysse Marteau-Ferey; Dmitrii Ostrovskii; Francis R. Bach; Alessandro Rudi (COLT, 2019)

Affine Invariant Covariance Estimation for Heavy-Tailed Distributions. - Dmitrii M. Ostrovskii; Alessandro Rudi (COLT, 2019)

Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification. - Dmitry Babichev; Dmitrii Ostrovskii; Francis R. Bach (CoRR, 2019)

Nonconvex-Nonconcave Min-Max Optimization with a Small Maximization Domain. - Dmitrii M. Ostrovskii; Babak Barazandeh; Meisam Razaviyayn (CoRR, 2021)

Efficient Search of First-Order Nash Equilibria in Nonconvex-Concave Smooth Min-Max Problems. - Dmitrii M. Ostrovskii; Andrew Lowy; Meisam Razaviyayn (SIAM J. Optim., 2021)