Conference Papers
- Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors
Marien Renaud*, J-H*, Deliang Wei*, Yu Sun, accepted at ICLR 2026. [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]
Preprints
- Continuized Nesterov Momentum Achieves the O(ε−7/4) Complexity without Additional Mechanisms
J-H, Jean-Francois Aujol, Charles Dossal, Lorick Huang and Aude Rondepierre, 2026, arXiv Preprint. [arXiv] - Acceleration for Polyak-Łojasiewicz Functions with a Gradient Aiming Condition
J-H, 2026, arXiv Preprint. [arXiv] - Continuized Nesterov Acceleration for Non-Convex Optimization
J-H, Jean-Francois Aujol, Charles Dossal, Lorick Huang and Aude Rondepierre, 2025, arXiv Preprint. [arXiv] - 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, 2024, arXiv Preprint. [arXiv]
* : equal contribution.