Rémi Eyraud
Publications
Publications
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Length Independent PAC-Bayes Bounds for Simple RNNsAISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valence, Spain |
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A Theoretical Analysis of the Incremental Counting Ability of LSTM in Finite PrecisionLearnAut workshop 2024, ICALP/LiCS/FSCD 2024, 2024, Tallinn, Estonia |
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Deep stacking ensemble learning applied to profiling side-channel attacksSmart Card Research and Advanced Application Conference - CARDIS, Nov 2023, Amsterdam, Netherlands. pp.235-255, ⟨10.1007/978-3-031-54409-5_12⟩ |
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TAYSIR Competition: Transformer+rnn: Algorithms to Yield Simple and Interpretable RepresentationsInternational Conference on Grammatical Inference, Jul 2023, Rabat, Morocco. pp.275-290 |
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Learning with Partially Ordered RepresentationsProceedings of the 16th Meeting on the Mathematics of Language, Jul 2019, Toronto, Canada. pp.91-101, ⟨10.18653/v1/W19-5708⟩ |
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Explaining Black Boxes on Sequential Data using Weighted Automata14th International Conference on Grammatical Inference, Sep 2018, Wrocław,, Poland |
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Scikit-SpLearn : a toolbox for the spectral learning of weighted automata compatible with scikit-learnConférence francophone sur l' Apprentissage Aurtomatique, Jun 2017, Grenoble, France |
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Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence13th International Conference in Grammatical Inference, Oct 2016, Delft, Netherlands |
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Sp2Learn: A Toolbox for the spectral learning of weighted automata13th International Conference in Grammatical Inference, Oct 2016, Delft, Netherlands |
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Output Strictly Local Functions14th Meeting on the Mathematics of Language, Jul 2015, Chicago, United States. pp.112--125, ⟨10.3115/v1/W15-2310⟩ |
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Very efficient learning of structured classes of subsequential functions from positive dataThe 12th International Conference on Grammatical Inference, Sep 2014, Kyoto, Japan. pp.94-108 |
Results of the PAutomaC Probabilistic Automaton Learning CompetitionJournal of Machine Learning Research - Proceedings Track 21: 243-248, 2012, United States. pp.243-248 |
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Learning Substitutable Binary Plane Graph GrammarsInternational Colloquium in Grammatical Inference, Sep 2012, College Park, United States |
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A Polynomial Algorithm for the Inference of Context Free Languages9th International Colloquium on Grammatical Inference - ICGI 2008, Sep 2008, St Malo, France. p.29-42 |
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Efficiency in the Identification in the Limit Learning ParadigmJeffrey 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⟩ |
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Introduction to the Grammatical Inference special issue of Fundamenta InformaticaeGrammatical Inference, 146 (4), , 2016, ⟨10.3233/FI-2016-1390⟩ |