Fast learning of fast transforms, with guarantees
Quoc-Tung Le
,
Léon Zheng
,
Elisa Riccietti
,
Rémi Gribonval
Conference papers
hal-03438881v2
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Does a sparse ReLU network training problem always admit an optimum?
Quoc-Tung Le
,
Elisa Riccietti
,
Rémi Gribonval
2023
Preprints, Working Papers, ...
hal-04108849v1
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Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed Support
Quoc-Tung Le
,
Elisa Riccietti
,
Rémi Gribonval
SIAM Journal on Matrix Analysis and Applications , In press
Journal articles
hal-03364668v5
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Code for reproducible research - "Spurious Valleys, NP-hardness, and Tractability of Sparse Matrix Factorization With Fixed Support
Quoc-Tung Le
,
Elisa Riccietti
,
Rémi Gribonval
Software
hal-03667186v2
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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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Structured Support Exploration For Multilayer Sparse Matrix Factorization
Quoc-Tung Le
,
Rémi Gribonval
Conference papers
hal-03132013v1
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Code for the paper "Structured Support Exploration For Multilayer Sparse Matrix Factorization
Quoc-Tung Le
,
Rémi Gribonval
Software
hal-03572265v1
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