Stochastic Majorize-Minimize Subspace Algorithm with Application to Binary Classification. - Jean-Baptiste Fest; Emilie Chouzenoux (EUSIPCO, 2021)

On a fixed-point continuation method for a convex optimization problem. - Jean-Baptiste Fest; Tommi Heikkilä; Ignace Loris; Ségolène Martin; Luca Ratti; Simone Rebegoldi; Gesa Sarnighausen (CoRR, 2022)

SABRINA: A Stochastic Subspace Majorization-Minimization Algorithm. - Emilie Chouzenoux; Jean-Baptiste Fest (J. Optim. Theory Appl., 2022)

A New Non-Convex Framework to Improve Asymptotical Knowledge on Generic Stochastic Gradient Descent. - Jean-Baptiste Fest; Audrey Repetti; Emilie Chouzenoux (MLSP, 2023)

Stochastic Majoration-Minimization Algorithms. (Algorithmes de majoration-minimisation stochastiques). - Jean-Baptiste Fest (2023)

Convergence analysis of block majorize-minimize subspace approach. - Emilie Chouzenoux; Jean-Baptiste Fest (Optim. Lett., 2024)