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François Orieux forieux

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I'm an assistant prof. at Paris-Saclay University. I'm working on bayesian methods for inverse problems, especially in large scale problems.

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Paris-Saclay University.
Paris - France
https://pro.orieux.fr

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forieux/README.md

François Orieux / Homepage / HAL / GitHub / LinkedIn / ORCID

I’m an assistant professor at University Paris-Saclay in Laboratoire des Signaux et Systèmes (L2S).

Research activity

Ill posed inverse problems : Signal and image processing
Bayesian data inference and computational methods.
Probabilistic models, stochastic and optimisation algorithms.
Hyperparameters estimation, unsupervised estimation.
Applications : Image reconstruction, astronomy, imaging microscopy

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Python Quadratic Majorization-Minimization (MM) optimization algorithms of half-quadratic criteria. Inverses problems, image restoration, denoising, ...

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Notebooks for illustration of research

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Unitary discrete Fourier Transform (and related)

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Interfaces for linear operator

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