FastPart: Over-Parameterized Stochastic Gradient Descent for Sparse optimisation on Measures

Yohann De Castro, Sébastien Gadat, Clément Marteau

This paper presents a novel algorithm that leverages Stochastic Gradient Descent strategies in conjunction with Random Features to augment the scalability of Conic Particle Gradien…