Samuel Hurault
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  • Publications
    • A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser
    • Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
    • A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser
    • Self-Consistent Velocity Matching of Probability Flows
    • An Analysis of Generative Methods for Multiple Image Inpainting
    • Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization
    • Gradient Step Denoiser for convergent Plug-and-Play
    • Self-Supervised Small Soccer Player Detection and Tracking
    • EPLL: An Image Denoising Method using a Gaussian Mixture Model Learned on a Large Set of Patches
  • Recent & Upcoming Talks
    • Applied Inverse Problems Conference (2023)
    • ENS Lyon "Machine Learning & Signal Processing” seminar
    • SSVM 2023 (Best PhD paper award)
    • Interfacing Bayesian Statistics, Machine Learning, Applied Analysis, and Blind and Semi-Blind Imaging Inverse Problems
    • Workshop on Mathematical Models for Plug-and-play Image Restoration
    • ICML 2022
    • Analytic and Geometric Approaches to Machine Learning
    • 3rd IMA Conference on Inverse Problems from Theory to Application (2023)
    • ICLR 2021
    • SIAM 2022 Conference on Imaging Science

Analytic and Geometric Approaches to Machine Learning

Jul 12, 2022 · 0 min read
Slides
Date
Jul 12, 2022
Event
Analytic and Geometric Approaches to Machine Learning (2022)
Location

Bath, UK

Last updated on Nov 13, 2024
Samuel Hurault
Authors
Samuel Hurault
Postdoctoral researcher
← ICML 2022 Jul 21, 2022
3rd IMA Conference on Inverse Problems from Theory to Application (2023) May 3, 2022 →

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