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Guillaume Lauga

IML FISTA: A Multilevel Framework for Inexact and Inertial Forward-Backward. Application to Image Restoration
2024 · Guillaume Lauga, Elisa Riccietti, et al. · SIAM Journal on Imaging Sciences · 10
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Multilevel FISTA for Image Restoration
2023 · Guillaume Lauga, Elisa Riccietti, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 6
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A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging
2024 · Guillaume Lauga, Audrey Repetti, et al. · European Signal Processing Conference (EUSIPCO) · 4
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Characterizations of inexact proximal operators
2026 · Lauga, Guillaume, Vaiter, Samuel · arXiv (Cornell University) · 2
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A flexible block-coordinate forward-backward algorithm for non-smooth and non-convex optimization
2025 · Briceño-Arias, Luis, Gonçalves, Paulo, et al. · arXiv (Cornell University) · 1
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Sparsity in neural networks can improve their privacy
2023 · Gonon, Antoine, Zheng, Léon, et al. · arXiv (Cornell University) · 1
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Proximal basin hopping: global optimization with guarantees
2026 · Lauga, Guillaume, Molinari, Cesare, et al. · arXiv (Cornell University)
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A block-coordinate descent framework for non-convex composite optimization. Application to sparse precision matrix estimation
2026 · Lauga, Guillaume · arXiv (Cornell University)
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Une équivalence entre algorithmes multiniveaux et algorithmes de descente par blocs
2025 · Lauga, Guillaume, Riccietti, Elisa, et al. · HAL
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A multilevel approach to accelerate the training of Transformers
2025 · Lauga, Guillaume, Chaumette, Maël, et al. · arXiv (Cornell University)
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Multilevel proximal methods and application to image restoration
2024 · Guillaume Lauga · theses.fr (ABES)
Multilevel Proximal Methods for Image Restoration
2023 · Lauga, Guillaume, Riccietti, Elisa, et al. · HAL
Multilevel methods for hyperspectral images restoration
2023 · Lauga, Guillaume, Riccietti, Elisa, et al. · HAL
Méthodes multi-niveaux pour la restauration d'images hyperspectrales
2023 · Lauga, Guillaume, Riccietti, Elisa, et al. · HAL
Can sparsity improve the privacy of neural networks?
2023 · Gonon, Antoine, Zheng, Léon, et al. · arXiv (Cornell University)
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Méthodes proximales multi-niveaux pour la restauration d'images
2022 · Lauga, Guillaume, Riccietti, Elisa, et al. · HAL
Works count: 16
Citation count: 24
H-index: 3
I10-index: 1
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