Rémi Eyraud

Publications

Article dans une revue (19)

The plasma nanoDSF denaturation profiles predict the presence of breast cancer Mathilde Guerin,Rémi Eyraud,Philippe Tsvetkov,Pascal Finetti,Alexandre Giraudoet al. Journal of Translational Medicine, 2025, ⟨10.1186/s12967-025-07499-8⟩ Article dans une revue hal-05489996v1
Unsupervised horizontal attacks against public-key primitives with DCCA Dorian Llavata,Eleonora Cagli,Rémi Eyraud,Vincent Grosso,Lilian Bossuet IACR Communications in Cryptology, 2025, 2 (1), ⟨10.62056/ah5w7ta5v⟩ Article dans une revue hal-05266270v1
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-04874202v1
Plasma nanoDSF Denaturation Profile at Baseline Is Predictive of Glioblastoma EGFR Status Rémi Eyraud,Stéphane Ayache,Philipp O Tsvetkov,Shanmugha Sri Kalidindi,Viktoriia E Baksheevaet al. Cancers, 2023, ⟨10.3390/cancers15030760⟩ Article dans une revue hal-03957563v1
Tear nanoDSF Denaturation Profile Is Predictive of Glaucoma Viktoriia E Baksheeva,Veronika Tiulina,Elena Iomdina,Sergey Yu. Petrov,Olga M Filippovaet al. International Journal of Molecular Sciences, 2023, 24 (7132), pp.7132. ⟨10.3390/ijms24087132⟩ Article dans une revue hal-04066064v1
[High-intensity focused ultrasound for locally prostate cancer: An Afro-Caribbean single-center study] C Deleuze,P Blanchet,G Gourtaud,C Sénéchal,V Rouxet al. Progrès en Urologie, 2021, 31 (12), pp.699-708. ⟨10.1016/j.purol.2021.02.006⟩ Article dans une revue hal-03282592v1
An AI-Powered Blood Test to Detect Cancer Using NanoDSF Philipp A Tsvetkov,Rémi Eyraud,Stéphane Ayache,Anton A Bougaev,Soazig Malesinskiet al. Cancers, 2021, 13 (6), pp.1294. ⟨10.3390/cancers13061294⟩ Article dans une revue hal-03169412v1
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 Rouxet al. World Journal of Urology, 2020, 38 (6), pp.1493-1499. ⟨10.1007/s00345-019-02931-3⟩ Article dans une revue hal-02304993v1
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. Bensadounet al. Progrès en Urologie, 2020, 30 (10), pp.532-540. ⟨10.1016/j.purol.2020.05.006⟩ Article dans une revue hal-02888818v1
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-03270667v1
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-01958707v1
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 Brureauet al. The Journal of Urology, 2017, 197 (5), pp.1229--1235. ⟨10.1016/j.juro.2016.12.047⟩ Article dans une revue hal-01519251v1
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-01399415v1
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-02422495v1
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-01193047v1
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-00873981v1
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-00607098v1
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-00323308v1
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-00186889v1

Communication dans un congrès (14)

Length Independent PAC-Bayes Bounds for Simple RNNs Volodimir Mitarchuk,Clara Lacroce,Rémi Eyraud,Rémi Emonet,Amaury Habrardet al. AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valence, Spain Communication dans un congrès hal-04488664v1
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-04619401v1
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-04500209v1
TAYSIR Competition: Transformer+rnn: Algorithms to Yield Simple and Interpretable Representations Rémi Eyraud,Dakotah Lambert,B Tahri,A Gaffarov,Mathias Cabanneet al. International Conference on Grammatical Inference, Jul 2023, Rabat, Morocco. pp.275-290 Communication dans un congrès hal-04237436v1
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-02475594v1
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-01888514v1
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-01777169v1
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-01399429v1
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-01399412v1
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-01193051v1
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-01193057v1
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-00833419v1
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-00958063v1
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-00348673v1

Chapitre d'ouvrage (2)

Efficiency in the Identification in the Limit Learning Paradigm Rémi Eyraud,Jeffrey Heinz,Ryo Yoshinaka Jeffrey Heinz and José M. Sempere. Topics in Grammatical Inference, , pp.25 - 46, 2016, 978-3-662-48395-4. ⟨10.1007/978-3-662-48395-4_2⟩ Chapitre d'ouvrage hal-01399418v1
Introduction to the Grammatical Inference special issue of Fundamenta Informaticae Rémi Eyraud,Colin de La Higuera,Makoto Kanazawa,Ryo Yoshinaka Grammatical Inference, 146 (4), , 2016, ⟨10.3233/FI-2016-1390⟩ Chapitre d'ouvrage hal-01399434v1