- Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors
Marien Renaud*, J-H*, Deliang Wei*, Yu Sun, arXiv Preprint.
[arXiv] [code] - Convergence Analysis of a Proximal Stochastic Denoising Regularization Algorithm
Marien Renaud, J-H, Nicolas Papadakis, published in SSVM 2025.
[arXiv] - Gradient correlation is a key ingredient to accelerate SGD with momentum
J-H, Marien Renaud, Jean-Francois Aujol, Charles Dossal and Aude Rondepierre, accepted at ICLR 2025.
[arXiv] [code] - Study of the behaviour of Nesterov Accelerated Gradient in a non convex setting: the strongly quasar convex case
J-H, Jean-Francois Aujol, Charles Dossal and Aude Rondepierre, arXiv Preprint.
[arXiv]
* : equal contribution.