Rémi Eyraud

According to our database, Rémi Eyraud authored at least 24 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Distillation of weighted automata from recurrent neural networks using a spectral approach.

Rémi Eyraud, Stéphane Ayache

Mach. Learn., May, 2024

Length independent PAC-Bayes bounds for Simple RNNs.

Volodimir Mitarchuk, Clara Lacroce, Rémi Eyraud, Rémi Emonet, Amaury Habrard, Guillaume Rabusseau

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

TAYSIR Competition: Transformer+RNN: Algorithms to Yield Simple and Interpretable Representations.

Rémi Eyraud, Dakotah Lambert, Badr Tahri Joutei, Aidar Gaffarov, Mathias Cabanne, Jeffrey Heinz, Chihiro Shibata

Proceedings of the International Conference on Grammatical Inference, 2023

Deep Stacking Ensemble Learning Applied to Profiling Side-Channel Attacks.

Dorian Llavata, Eleonora Cagli, Rémi Eyraud, Vincent Grosso, Lilian Bossuet

Proceedings of the Smart Card Research and Advanced Applications, 2023

2020

An AI-powered blood test to detect cancer using nanoDSF.

Philipp O. Tsvetkov, Rémi Eyraud, Stéphane Ayache, Anton A. Bougaev, Soazig Malesinski, Hamed Benazha, Svetlana Gorokhova, Christophe Buffat, Caroline Dehais, Marc Sanson, Franck Bielle, Dominique Figarella-Branger, Olivier Chinot, Emeline Tabouret, François Devred

CoRR, 2020

2019

Learning with Partially Ordered Representations.

Jane Chandlee, Rémi Eyraud, Jeffrey Heinz, Adam Jardine, Jonathan Rawski

CoRR, 2019

2018

Explaining Black Boxes on Sequential Data using Weighted Automata.

Stéphane Ayache, Rémi Eyraud, Noé Goudian

Proceedings of the 14th International Conference on Grammatical Inference, 2018

2016

Designing and Learning Substitutable Plane Graph Grammars.

Rémi Eyraud, Jean-Christophe Janodet, Tim Oates, Frédéric Papadopoulos

Fundam. Informaticae, 2016

Preface.

Rémi Eyraud, Colin de la Higuera, Makoto Kanazawa, Ryo Yoshinaka

Fundam. Informaticae, 2016

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

Proceedings of the 13th International Conference on Grammatical Inference, 2016

Sp2Learn: A Toolbox for the Spectral Learning of Weighted Automata.

Denis Arrivault, Dominique Benielli, François Denis, Rémi Eyraud

Proceedings of the 13th International Conference on Grammatical Inference, 2016

2015

Output Strictly Local Functions.

Jane Chandlee, Rémi Eyraud, Jeffrey Heinz

Proceedings of the 14th Meeting on the Mathematics of Language, 2015

2014

Learning Strictly Local Subsequential Functions.

Jane Chandlee, Rémi Eyraud, Jeffrey Heinz

Trans. Assoc. Comput. Linguistics, 2014

PAutomaC: a probabilistic automata and hidden Markov models learning competition.

Sicco Verwer, Rémi Eyraud, Colin de la Higuera

Mach. Learn., 2014

Very efficient learning of structured classes of subsequential functions from positive data.

Adam Jardine, Jane Chandlee, Rémi Eyraud, Jeffrey Heinz

Proceedings of the 12th International Conference on Grammatical Inference, 2014

2012

Results of the PAutomaC Probabilistic Automaton Learning Competition.

Sicco Verwer, Rémi Eyraud, Colin de la Higuera

Proceedings of the Eleventh International Conference on Grammatical Inference, 2012

Learning Substitutable Binary Plane Graph Grammars.

Rémi Eyraud, Jean-Christophe Janodet, Tim Oates

Proceedings of the Eleventh International Conference on Grammatical Inference, 2012

2010

Using Contextual Representations to Efficiently Learn Context-Free Languages.

Alexander Clark, Rémi Eyraud, Amaury Habrard

J. Mach. Learn. Res., 2010

2008

A Polynomial Algorithm for the Inference of Context Free Languages.

Alexander Clark, Rémi Eyraud, Amaury Habrard

Proceedings of the Grammatical Inference: Algorithms and Applications, 2008

2007

LARS: A learning algorithm for rewriting systems.

Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet

Mach. Learn., 2007

Polynomial Identification in the Limit of Substitutable Context-free Languages.

Alexander Clark, Rémi Eyraud

J. Mach. Learn. Res., 2007

2006

Learning Auxiliary Fronting with Grammatical Inference.

Alexander Clark, Rémi Eyraud

Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

2005

Identification in the Limit of Substitutable Context-Free Languages.

Alexander Clark, Rémi Eyraud

Proceedings of the Algorithmic Learning Theory, 16th International Conference, 2005

2004

Representing Languages by Learnable Rewriting Systems.

Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet

Proceedings of the Grammatical Inference: Algorithms and Applications, 2004