Rémi Eyraud

29 papers A 1B 2C 1Journal 14Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Unsupervised Horizontal Attacks against Public-Key Primitives with DCCA: - From Deep Canonical Correlation Analysis to Deep Collision Correlation Attacks -.
IACR Commun. Cryptol.
Dorian Llavata, Eleonora Cagli, Rémi Eyraud, Vincent Grosso, Lilian Bossuet
2024 J jnl
Distillation of weighted automata from recurrent neural networks using a spectral approach.
Mach. Learn.
Rémi Eyraud, Stéphane Ayache
2024 A conf
Length independent PAC-Bayes bounds for Simple RNNs.
AISTATS
Volodimir Mitarchuk, Clara Lacroce, Rémi Eyraud, Rémi Emonet, Amaury Habrard, Guillaume Rabusseau
2024 J jnl
On the theoretical limit of gradient descent for Simple Recurrent Neural Networks with finite precision.
Trans. Mach. Learn. Res.
Volodimir Mitarchuk, Rémi Emonet, Rémi Eyraud, Amaury Habrard
2023 C conf
Deep Stacking Ensemble Learning Applied to Profiling Side-Channel Attacks.
CARDIS
Dorian Llavata, Eleonora Cagli, Rémi Eyraud, Vincent Grosso, Lilian Bossuet
2023 — conf
TAYSIR Competition: Transformer+RNN: Algorithms to Yield Simple and Interpretable Representations.
ICGI
Rémi Eyraud, Dakotah Lambert, Badr Tahri Joutei, Aidar Gaffarov, Mathias Cabanne, Jeffrey Heinz, Chihiro Shibata
2021 — ed.
Proceedings of the 15th International Conference on Grammatical Inference, 23-27 August 2021, Virtual Event.
ICGI
Jane Chandlee, Rémi Eyraud, Jeff Heinz, Adam Jardine, Menno van Zaanen
2020 J jnl
An AI-powered blood test to detect cancer using nanoDSF.
CoRR
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
2020 J jnl
Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach.
CoRR
Rémi Eyraud, Stéphane Ayache
2019 J jnl
Learning with Partially Ordered Representations.
CoRR
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz, Adam Jardine, Jonathan Rawski
2018 — conf
Explaining Black Boxes on Sequential Data using Weighted Automata.
ICGI
Stéphane Ayache, Rémi Eyraud, Noé Goudian
2018 J jnl
Explaining Black Boxes on Sequential Data using Weighted Automata.
CoRR
Stéphane Ayache, Rémi Eyraud, Noé Goudian
2016 J jnl
Designing and Learning Substitutable Plane Graph Grammars.
Fundam. Informaticae
Rémi Eyraud, Jean-Christophe Janodet, Tim Oates, Frédéric Papadopoulos
2016 J jnl
Preface.
Fundam. Informaticae
Rémi Eyraud, Colin de la Higuera, Makoto Kanazawa, Ryo Yoshinaka
2016 — conf
Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence.
ICGI
Borja Balle, Rémi Eyraud, Franco M. Luque, Ariadna Quattoni, Sicco Verwer
2016 — conf
Sp2Learn: A Toolbox for the Spectral Learning of Weighted Automata.
ICGI
Denis Arrivault, Dominique Benielli, François Denis, Rémi Eyraud
2015 — conf
Output Strictly Local Functions.
MOL
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
2014 J jnl
Learning Strictly Local Subsequential Functions.
Trans. Assoc. Comput. Linguistics
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
2014 J jnl
PAutomaC: a probabilistic automata and hidden Markov models learning competition.
Mach. Learn.
Sicco Verwer, Rémi Eyraud, Colin de la Higuera
2014 — conf
Very efficient learning of structured classes of subsequential functions from positive data.
ICGI
Adam Jardine, Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
2012 — conf
Learning Substitutable Binary Plane Graph Grammars.
ICGI
Rémi Eyraud, Jean-Christophe Janodet, Tim Oates
2012 — conf
Results of the PAutomaC Probabilistic Automaton Learning Competition.
ICGI
Sicco Verwer, Rémi Eyraud, Colin de la Higuera
2010 J jnl
Using Contextual Representations to Efficiently Learn Context-Free Languages.
J. Mach. Learn. Res.
Alexander Clark, Rémi Eyraud, Amaury Habrard
2008 — conf
A Polynomial Algorithm for the Inference of Context Free Languages.
ICGI
Alexander Clark, Rémi Eyraud, Amaury Habrard
2007 J jnl
LARS: A learning algorithm for rewriting systems.
Mach. Learn.
Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet
2007 J jnl
Polynomial Identification in the Limit of Substitutable Context-free Languages.
J. Mach. Learn. Res.
Alexander Clark, Rémi Eyraud
2006 B conf
Learning Auxiliary Fronting with Grammatical Inference.
CoNLL
Alexander Clark, Rémi Eyraud
2005 B conf
Identification in the Limit of Substitutable Context-Free Languages.
ALT
Alexander Clark, Rémi Eyraud
2004 — conf
Representing Languages by Learnable Rewriting Systems.
ICGI
Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet