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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⟩
Conference papers hal-03438881v2
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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
Software hal-03737572v1
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Code for reproducible research - Efficient Identification of Butterfly Sparse Matrix Factorizations

Léon Zheng , Elisa Riccietti , Rémi Gribonval
Software hal-03620052v1
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Efficient Identification of Butterfly Sparse Matrix Factorizations

Léon Zheng , Elisa Riccietti , Rémi Gribonval
SIAM Journal on Mathematics of Data Science, In press
Journal articles hal-03362626v6
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Code for reproducible research - Fast learning of fast transforms, with guarantees

Léon Zheng , Quoc-Tung Le , Elisa Riccietti , Rémi Gribonval
Software hal-03552956v1
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Sparsity in neural networks can improve their privacy

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
Conference papers hal-04062317v2
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Identifiability in Two-Layer Sparse Matrix Factorization

Léon Zheng , Elisa Riccietti , Rémi Gribonval
2021
Preprints, Working Papers, ... hal-03362875v2
Image document

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
Conference papers hal-03738466v4