Rémi Eyraud

33
Documents

Publications

Publications

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On the theoretical limit of gradient descent for Simple Recurrent Neural Networks with finite precision

Volodimir Mitarchuk , Rémi Emonet , Rémi Eyraud , Amaury Habrard
Transactions on Machine Learning Research Journal, 2024, 3124
Article dans une revue hal-04874202 v1
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Plasma nanoDSF Denaturation Profile at Baseline Is Predictive of Glioblastoma EGFR Status

Rémi Eyraud , Stéphane Ayache , Philipp O Tsvetkov , Shanmugha Sri Kalidindi , Viktoriia E Baksheeva et al.
Article dans une revue hal-03957563 v1
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Tear nanoDSF Denaturation Profile Is Predictive of Glaucoma

Viktoriia E Baksheeva , Veronika Tiulina , Elena Iomdina , Sergey Yu. Petrov , Olga M Filippova et al.
International Journal of Molecular Sciences, 2023, 24 (7132), pp.7132. ⟨10.3390/ijms24087132⟩
Article dans une revue hal-04066064 v1
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[High-intensity focused ultrasound for locally prostate cancer: An Afro-Caribbean single-center study]

C Deleuze , P Blanchet , G Gourtaud , C Sénéchal , V Roux et al.
Progrès en Urologie, 2021, 31 (12), pp.699-708. ⟨10.1016/j.purol.2021.02.006⟩
Article dans une revue hal-03282592 v1
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An AI-Powered Blood Test to Detect Cancer Using NanoDSF

Philipp A Tsvetkov , Rémi Eyraud , Stéphane Ayache , Anton A Bougaev , Soazig Malesinski et al.
Cancers, 2021, 13 (6), pp.1294. ⟨10.3390/cancers13061294⟩
Article dans une revue hal-03169412 v1

Active surveillance in prostate cancer is possible for Afro-Caribbean population: Comparison of oncological outcomes with a Caucasian cohort

M Percot , G Robert , F Bladou , J-M Ferrière , H. Bensadoun et al.
Progrès en Urologie, 2020, 30 (10), pp.532-540. ⟨10.1016/j.purol.2020.05.006⟩
Article dans une revue hal-02888818 v1
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Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach *

Rémi Eyraud , Stéphane Ayache
Machine Learning, 2020, ⟨10.1007/s10994-021-05948-1⟩
Article dans une revue hal-03270667 v1
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Biopsy Grade Group as a reliable prognostic factor for BCR in Afro-Caribbean men with intermediate- and high-risk prostate cancer

Emmanuel Perrot , Sofiane Seddik , Gilles Gourtaud , Rémi Eyraud , Virginie Roux et al.
World Journal of Urology, 2020, 38 (6), pp.1493-1499. ⟨10.1007/s00345-019-02931-3⟩
Article dans une revue hal-02304993 v1
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How the Structure of the Constraint Space Enables Learning

Jane Chandlee , Rémi Eyraud , Jeffrey Heinz , Adam Jardine , Jonathan Rawski
Proceedings of the Society for Computation in Linguistics, 2018, 2, pp.387-388. ⟨10.7275/0v66-q733⟩
Article dans une revue hal-01958707 v1

Active Surveillance for Favorable Risk Prostate Cancer in African Caribbean Men: Results of a Prospective Study

Cedric Senechal , Gilles Gourtaud , Virginie Roux , Cécilia Lanchon , Laurent Brureau et al.
The Journal of Urology, 2017, 197 (5), pp.1229--1235. ⟨10.1016/j.juro.2016.12.047⟩
Article dans une revue hal-01519251 v1
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Designing and Learning Substitutable Plane Graph Grammars

Rémi Eyraud , Jean-Christophe Janodet , Tim Oates , Frédéric Papadopoulos
Fundamenta Informaticae, 2016, Grammatical Inference, 146 (4), pp.403 - 430. ⟨10.3233/FI-2016-1393⟩
Article dans une revue hal-01399415 v1

Preface

Rémi Eyraud , Colin de La Higuera , Makoto Kanazawa , Ryo Yoshinaka
Fundamenta Informaticae, 2016, 146 (4), pp.i-ii. ⟨10.3233/FI-2016-1390⟩
Article dans une revue hal-02422495 v1
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Learning Strictly Local Subsequential Functions

Jane Chandlee , Rémi Eyraud , Jeffrey Heinz
Transactions of the Association for Computational Linguistics, 2014, 2, pp.491--503
Article dans une revue hal-01193047 v1
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PAutomaC: a probabilistic automata and hidden Markov models learning competition

Sicco Verwer , Rémi Eyraud , Colin de La Higuera
Machine Learning, 2013, pp.1-26. ⟨10.1007/s10994-013-5409-9⟩
Article dans une revue hal-00873981 v1
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Using Contextual Representations to Efficiently Learn Context-Free Languages

Alexander Clark , Rémi Eyraud , Amaury Habrard
Journal of Machine Learning Research, 2010, 11, pp.2707-2744
Article dans une revue hal-00607098 v1

LARS: A learning algorithm for rewriting systems

Rémi Eyraud , Colin de la Higuera , Jean-Christophe Janodet
Machine Learning, 2007, 66 (1), pp.7-31. ⟨10.1007/s10994-006-9593-8⟩
Article dans une revue hal-00323308 v1
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Polynomial Identification in the limit of context-free substitutable languages

A. Clark , Rémi Eyraud
Journal of Machine Learning Research, 2007, 8, pp.1725--1745
Article dans une revue hal-00186889 v1
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Length Independent PAC-Bayes Bounds for Simple RNNs

Volodimir Mitarchuk , Clara Lacroce , Rémi Eyraud , Rémi Emonet , Amaury Habrard et al.
AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valence, Spain
Communication dans un congrès hal-04488664 v1
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A Theoretical Analysis of the Incremental Counting Ability of LSTM in Finite Precision

Volodimir Mitarchuk , Rémi Eyraud
LearnAut workshop 2024, ICALP/LiCS/FSCD 2024, 2024, Tallinn, Estonia
Communication dans un congrès hal-04619401 v1
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Deep stacking ensemble learning applied to profiling side-channel attacks

Dorian Llavata , Eleonora Cagli , Rémi Eyraud , Vincent Grosso , Lilian Bossuet
Smart Card Research and Advanced Application Conference - CARDIS, Nov 2023, Amsterdam, Netherlands. pp.235-255, ⟨10.1007/978-3-031-54409-5_12⟩
Communication dans un congrès hal-04500209 v1
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TAYSIR Competition: Transformer+rnn: Algorithms to Yield Simple and Interpretable Representations

Rémi Eyraud , Dakotah Lambert , B Tahri , A Gaffarov , Mathias Cabanne et al.
International Conference on Grammatical Inference, Jul 2023, Rabat, Morocco. pp.275-290
Communication dans un congrès hal-04237436 v1

Learning with Partially Ordered Representations

Jane Chandlee , Rémi Eyraud , Jeffrey Heinz , Adam Jardine , Jonathan Rawski
Proceedings of the 16th Meeting on the Mathematics of Language, Jul 2019, Toronto, Canada. pp.91-101, ⟨10.18653/v1/W19-5708⟩
Communication dans un congrès hal-02475594 v1
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Explaining Black Boxes on Sequential Data using Weighted Automata

Stéphane Ayache , Rémi Eyraud , Noé Goudian
14th International Conference on Grammatical Inference, Sep 2018, Wrocław,, Poland
Communication dans un congrès hal-01888514 v1
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Scikit-SpLearn : a toolbox for the spectral learning of weighted automata compatible with scikit-learn

Denis Arrivault , Dominique Benielli , François Denis , Rémi Eyraud
Conférence francophone sur l' Apprentissage Aurtomatique, Jun 2017, Grenoble, France
Communication dans un congrès hal-01777169 v1
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Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence

Borja Balle , Rémi Eyraud , Franco M Luque , Ariadna Quattoni , Sicco Verwer
13th International Conference in Grammatical Inference, Oct 2016, Delft, Netherlands
Communication dans un congrès hal-01399429 v1
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Sp2Learn: A Toolbox for the spectral learning of weighted automata

Denis Arrivault , Dominique Benielli , François Denis , Rémi Eyraud
13th International Conference in Grammatical Inference, Oct 2016, Delft, Netherlands
Communication dans un congrès hal-01399412 v1
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Output Strictly Local Functions

Jane Chandlee , Rémi Eyraud , Jeffrey Heinz
14th Meeting on the Mathematics of Language, Jul 2015, Chicago, United States. pp.112--125, ⟨10.3115/v1/W15-2310⟩
Communication dans un congrès hal-01193051 v1
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Very efficient learning of structured classes of subsequential functions from positive data

Adam Jardine , Jane Chandlee , Rémi Eyraud , Jeffrey Heinz
The 12th International Conference on Grammatical Inference, Sep 2014, Kyoto, Japan. pp.94-108
Communication dans un congrès hal-01193057 v1

Results of the PAutomaC Probabilistic Automaton Learning Competition

Sicco Verwer , Rémi Eyraud , Colin de La Higuera
Journal of Machine Learning Research - Proceedings Track 21: 243-248, 2012, United States. pp.243-248
Communication dans un congrès hal-00833419 v1
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Learning Substitutable Binary Plane Graph Grammars

Rémi Eyraud , Jean-Christophe Janodet , Tim Oates
International Colloquium in Grammatical Inference, Sep 2012, College Park, United States
Communication dans un congrès hal-00958063 v1
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A Polynomial Algorithm for the Inference of Context Free Languages

Alexander Clark , Rémi Eyraud , Amaury Habrard
9th International Colloquium on Grammatical Inference - ICGI 2008, Sep 2008, St Malo, France. p.29-42
Communication dans un congrès hal-00348673 v1