Publications

Written communications with peer-reviewed procedure. An extended list is available on my Google Scholar profile and on arXiv.

PhD Thesis

• To Grid or Not To Grid: Atomic Methods for Sparse Inverse Problems

  Adrian Jarret

  [Manuscript] [Slides (Private Defense)] [Slides (Public Defense)] [ Recording (Public Defense)]

Submitted

• Decoupled Solution for Composite Sparse-plus-Smooth Inverse Problems

  Adrian Jarret, Julien Fageot

  [Pre-print]

Published

• PolyCLEAN: Atomic optimization for super-resolution imaging and uncertainty estimation in radio interferometry

  Adrian Jarret, Sepand Kashani, Joan Rué-Queralt, Paul Hurley, Julien Fageot, Matthieu Simeoni

  [Journal article] [Pre-print]

• EUSIPCO 2024 - A Decoupled Approach for Composite Sparse-plus-Smooth Penalized Optimization

  Adrian Jarret, Valérie Costa, Julien Fageot

  [Proceedings] [Pre-print]

• Gretsi 2022 - Une version polyatomique de l’algorithme Frank-Wolfe pour résoudre le problème LASSO en grandes dimensions

  Adrian Jarret, Matthieu Simeoni, Julien Fageot

  [Proceedings] [Pre-print]

• IEEE Signal Processing Letters - A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO

  Adrian Jarret, Julien Fageot, Matthieu Simeoni

  [Journal article] [Pre-print]