Gradient correlation is a key ingredient to accelerate SGD with momentum. - Julien Hermant; Marien Renaud; Jean-François Aujol; Charles Dossal; Aude Rondepierre (ICLR, 2025)

Convergence Analysis of a Proximal Stochastic Denoising Regularization Algorithm. - Marien Renaud; Julien Hermant; Nicolas Papadakis (SSVM (2), 2025)