Mathilde Galinier

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 6

Top Topics

Parameter Tuning

Generalized Additive Models

Top Venues

SIAM J. Imaging Sci.

Publications

Tatiana A. Bubba, Mathilde Galinier, Matti Lassas, Marco Prato, Luca Ratti, Samuli Siltanen
Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited-Angle Tomography. SIAM J. Imaging Sci. 14 (2) (2021)
Mathilde Galinier, Marco Prato, Émilie Chouzenoux, Jean-Christophe Pesquet
A Hybrid Interior Point - Deep Learning Approach for Poisson Image Deblurring. MLSP (2020)
Tatiana A. Bubba, Mathilde Galinier, Matti Lassas, Marco Prato, Luca Ratti, Samuli Siltanen
Deep neural networks for inverse problems with pseudodifferential operators: an application to limited-angle tomography. CoRR (2020)
Giorgia Franchini, Mathilde Galinier, Micaela Verucchi
Mise en abyme with artificial intelligence: how to predict the accuracy of NN, applied to hyper-parameter tuning. CoRR (2019)
Giorgia Franchini, Mathilde Galinier, Micaela Verucchi
Mise en abyme with Artificial Intelligence: How to Predict the Accuracy of NN, Applied to Hyper-parameter Tuning. INNSBDDL (2019)
Georg Stricker, Mathilde Galinier, Julien Gagneur
GenoGAM 2.0: scalable and efficient implementation of genome-wide generalized additive models for gigabase-scale genomes. BMC Bioinform. 19 (1) (2018)