Julien Hermant
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Publications
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]