Audrey Repetti

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Venues

University of Marne-la-Vallée, France (PHD)

Education History

University of Marne-la-Vallée, France

PHD

Publications

Hoang Trieu Vy Le, Audrey Repetti, Nelly Pustelnik
Unfolded Proximal Neural Networks for Robust Image Gaussian Denoising. IEEE Trans. Image Process. 33 (2024)
Younes Belkouchi, Jean-Christophe Pesquet, Audrey Repetti, Hugues Talbot
Learning truly monotone operators with applications to nonlinear inverse problems. CoRR (2024)
Hoang Trieu Vy Le, Audrey Repetti, Nelly Pustelnik
PNN: From proximal algorithms to robust unfolded image denoising networks and Plug-and-Play methods. CoRR (2023)
Jean-Baptiste Fest, Audrey Repetti, Émilie Chouzenoux
A New Non-Convex Framework to Improve Asymptotical Knowledge on Generic Stochastic Gradient Descent. MLSP (2023)
Patrick L. Combettes, Jean-Christophe Pesquet, Audrey Repetti
A Variational Inequality Model for Learning Neural Networks. ICASSP (2023)
Pierre-Antoine Thouvenin, Audrey Repetti, Pierre Chainais
A versatile distributed MCMC algorithm for large scale inverse problems. EUSIPCO (2022)
Pierre-Antoine Thouvenin, Audrey Repetti, Pierre Chainais
A distributed Gibbs Sampler with Hypergraph Structure for High-Dimensional Inverse Problems. CoRR (2022)
Audrey Repetti, Matthieu Terris, Yves Wiaux, Jean-Christophe Pesquet
Dual Forward-Backward Unfolded Network for Flexible Plug-and-Play. EUSIPCO (2022)
Marica Pesce, Audrey Repetti, Anna Auría, Alessandro Daducci, Jean-Philippe Thiran, Yves Wiaux
Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors. J. Imaging 7 (11) (2021)
Jean-Christophe Pesquet, Audrey Repetti, Matthieu Terris, Yves Wiaux
Learning Maximally Monotone Operators for Image Recovery. SIAM J. Imaging Sci. 14 (3) (2021)
Audrey Repetti, Yves Wiaux
Variable Metric Forward-Backward Algorithm for Composite Minimization Problems. SIAM J. Optim. 31 (2) (2021)
Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux
Enhanced Convergent PNP Algorithms For Image Restoration. ICIP (2021)
Matthieu Terris, Audrey Repetti, Jean-Christophe Pesquet, Yves Wiaux
Building Firmly Nonexpansive Convolutional Neural Networks. ICASSP (2020)
Audrey Repetti, Yves Wiaux
A Forward-Backward Algorithm for Reweighted Procedures: Application to Radio-Astronomical Imaging. ICASSP (2020)
Audrey Repetti, Marcelo Pereyra, Yves Wiaux
Scalable Bayesian Uncertainty Quantification in Imaging Inverse Problems via Convex Optimization. SIAM J. Imaging Sci. 12 (1) (2019)
Marica Pesce, Audrey Repetti, Yves Wiaux
Fast Spatially Coherent Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling. CAMSAP (2019)
Audrey Repetti, Marcelo Pereyra, Yves Wiaux
Uncertainty Quantification in Imaging: When Convex Optimization Meets Bayesian Analysis. EUSIPCO (2018)
Pierre-Antoine Thouvenin, Audrey Repetti, Arwa Dabbech, Yves Wiaux
Time-Regularized Blind Deconvolution Approach for Radio Interferometry. SAM (2018)
Marica Pesce, Audrey Repetti, Yves Wiaux
Fast kq-Space Sampling with Motion-Induced Phase in Diffusion MRI. SAM (2018)
Jasleen Birdi, Audrey Repetti, Yves Wiaux
Scalable Algorithm for Polarization Constrained Sparse Interferometric Stokes Imaging. SAM (2018)
Shahrzad Naghibzadeh, Audrey Repetti, Alle-Jan van der Veen, Yves Wiaux
Facet-Based Regularization for Scalable Radio-Interferometric Imaging. EUSIPCO (2018)
Émilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti
A block coordinate variable metric forward-backward algorithm. J. Glob. Optim. 66 (3) (2016)
Guido Moerkotte, Martin J. Montag, Audrey Repetti, Gabriele Steidl
Proximal operator of quotient functions with application to a feasibility problem in query optimization. J. Comput. Appl. Math. 285 (2015)
Audrey Repetti, Émilie Chouzenoux, Jean-Christophe Pesquet
A random block-coordinate primal-dual proximal algorithm with application to 3D mesh denoising. ICASSP (2015)
Audrey Repetti, Mai Quyen Pham, Laurent Duval, Émilie Chouzenoux, Jean-Christophe Pesquet
Regularization. IEEE Signal Process. Lett. 22 (5) (2015)
Audrey Repetti, Émilie Chouzenoux, Jean-Christophe Pesquet
A parallel block-coordinate approach for primal-dual splitting with arbitrary random block selection. EUSIPCO (2015)
Audrey Repetti, Émilie Chouzenoux, Jean-Christophe Pesquet
A nonconvex regularized approach for phase retrieval. ICIP (2014)
Audrey Repetti, Émilie Chouzenoux, Jean-Christophe Pesquet
A preconditioned Forward-Backward approach with application to large-scale nonconvex spectral unmixing problems. ICASSP (2014)
Émilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti
Variable Metric Forward-Backward Algorithm for Minimizing the Sum of a Differentiable Function and a Convex Function. J. Optim. Theory Appl. 162 (1) (2014)
Audrey Repetti, Émilie Chouzenoux, Jean-Christophe Pesquet
A penalized weighted least squares approach for restoring data corrupted with signal-dependent noise. EUSIPCO (2012)

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Publication Activity (10 Years)

Top Topics

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Audrey Repetti