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Keep the Momentum: Conservation Laws beyond Euclidean Gradient Flows

Sibylle Marcotte , Rémi Gribonval , Gabriel Peyré
41st International Conference on Machine Learning, Jul 2024, Vienna, Austria
Conference papers hal-04590932v1
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Fast inference with Kronecker-sparse matrices

Antoine Gonon , Léon Zheng , Pascal Carrivain , Quoc-Tung Le
2024
Preprints, Working Papers, ... hal-04584450v4
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On Sparsity and Sub-Gaussianity in the Johnson-Lindenstrauss Lemma

Aurélien Garivier , Emmanuel Pilliat
2024
Preprints, Working Papers, ... hal-04690731v2
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Differentiable Owen Scrambling

Bastien Doignies , David Coeurjolly , Nicolas Bonneel , Julie Digne , Jean-Claude Iehl , et al.
ACM Transactions on Graphics, 2024, proceeding of Siggraph ASIA 2024, 43 (6), pp.255. ⟨10.1145/3687764⟩
Journal articles hal-04721127v1
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Approximate Fault-Tolerant Neural Network Systems

Marcello Traiola , Salvatore Pappalardo , Ali Piri , Annachiara Ruospo , Bastien Deveautour , et al.
ETS 2024 - 29th IEEE European Test Symposium, May 2024, La Haye, Netherlands. pp.1-10, ⟨10.1109/ETS61313.2024.10567290⟩
Conference papers hal-04674818v1

Differentially Private Best-Arm Identification

Achraf Azize , Marc Jourdan , Aymen Al Marjani , Debabrota Basu
2024
Preprints, Working Papers, ... hal-04615690v1

Resilience of deep learning applications: where we are and where we want to go

Cristiana Bolchini , Alberto Bosio
2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), Mar 2024, Valencia (Espagne), Spain
Conference papers hal-04674837v1
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Investigating on Gradient Regularization for Testing Neural Networks

Nicolo Bellarmino , Alberto Bosio , Riccardo Cantoro , Annachiara Ruospo , Ernesto Sanchez , et al.
LOD 2024 : 10th International Conference on machine Learning, Optimization and Data science, Sep 2024, Riva de Sole, Italy
Conference papers hal-04604264v1

Application-Specific Arithmetic

Florent de Dinechin , Martin Kumm
Springer International Publishing, 2024, 978-3-031-42808-1. ⟨10.1007/978-3-031-42808-1⟩
Books hal-04715553v1
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Path-metrics, pruning, and generalization

Antoine Gonon , Nicolas Brisebarre , Elisa Riccietti , Rémi Gribonval
2024
Preprints, Working Papers, ... hal-04584311v2

On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence

Achraf Azize , Marc Jourdan , Aymen Al Marjani , Debabrota Basu
NeurIPS 2023 – Conference on Neural Information Processing Systems, Dec 2023, New Orleans (US), United States. pp.71150--71194
Conference papers hal-04215474v1