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Fast learning of fast transforms, with guarantees

 Quoc-Tung Le , Léon Zheng , Elisa Riccietti , Rémi Gribonval
ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9747791⟩
Communication dans un congrès hal-03438881v2
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Efficient Identification of Butterfly Sparse Matrix Factorizations

 Léon Zheng , Elisa Riccietti , Rémi Gribonval
SIAM Journal on Mathematics of Data Science, 2023, 5 (1), pp.22-49. ⟨10.1137/22M148872⟩
Article dans une revue hal-03362626v6
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Code for reproducible research - Self-supervised learning with rotation-invariant kernels

 Léon Zheng , Gilles Puy , Elisa Riccietti , Patrick Pérez , Rémi Gribonval
2022, ⟨swh:1:dir:0324646066b76298702273fed6baa6a64cfb5b01;origin=https://hal.archives-ouvertes.fr/hal-03737572;visit=swh:1:snp:c7c35f9273f8f23fd018d4dd6b0aaef7e600b0dc;anchor=swh:1:rel:7b216caea6e30f84fae2f12af6235dcbfbd1a85d;path=/⟩
Logiciel hal-03737572v1
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Code for reproducible research - Efficient Identification of Butterfly Sparse Matrix Factorizations

 Léon Zheng , Elisa Riccietti , Rémi Gribonval
2022, ⟨swh:1:dir:ed569ed027c484a53ca2d3d32aa6a05c79b50dbd;origin=https://hal.archives-ouvertes.fr/hal-03620052;visit=swh:1:snp:0706d7527a325d7ac8f46744c182056af46b4756;anchor=swh:1:rel:3884bd8154b9879c5743dfd2279d55102b60358c;path=/⟩
Logiciel hal-03620052v1
Image document

Code for reproducible research - Fast learning of fast transforms, with guarantees

 Léon Zheng , Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
2022, ⟨swh:1:dir:42d42bf905c9f3bbcd6cf5e1e0cda6be2d0d63de;origin=https://hal.archives-ouvertes.fr/hal-03552956;visit=swh:1:snp:6a2256426a0f3a7491086fbf2da554d7589d1e18;anchor=swh:1:rel:f477382c82ada89647864605ea44b12383c04167;path=/⟩
Logiciel hal-03552956v1
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Can sparsity improve the privacy of neural networks?

 Antoine Gonon , Léon Zheng , Clément Lalanne , Quoc-Tung Le , Guillaume Lauga , et al.
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès hal-04062317v3
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Identifiability in Two-Layer Sparse Matrix Factorization

 Léon Zheng , Elisa Riccietti , Rémi Gribonval
2021
Pré-publication, Document de travail hal-03362875v2
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Self-supervised learning with rotation-invariant kernels

 Léon Zheng , Gilles Puy , Elisa Riccietti , Patrick Pérez , Rémi Gribonval
The Eleventh International Conference on Learning Representations, May 2023, Kigali, Rwanda
Communication dans un congrès hal-03738466v4
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