Rémi Eyraud

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 13

Top Topics

Partially Ordered

Recurrent Neural Networks

Top Venues

Fundam. Informaticae

Publications

Volodimir Mitarchuk, Clara Lacroce, Rémi Eyraud, Rémi Emonet, Amaury Habrard, Guillaume Rabusseau
Length independent PAC-Bayes bounds for Simple RNNs. AISTATS (2024)
Rémi Eyraud, Stéphane Ayache
Distillation of weighted automata from recurrent neural networks using a spectral approach. Mach. Learn. 113 (5) (2024)
Dorian Llavata, Eleonora Cagli, Rémi Eyraud, Vincent Grosso, Lilian Bossuet
Deep Stacking Ensemble Learning Applied to Profiling Side-Channel Attacks. CARDIS (2023)
Rémi Eyraud, Dakotah Lambert, Badr Tahri Joutei, Aidar Gaffarov, Mathias Cabanne, Jeffrey Heinz, Chihiro Shibata
TAYSIR Competition: Transformer+RNN: Algorithms to Yield Simple and Interpretable Representations. ICGI (2023)
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
An AI-powered blood test to detect cancer using nanoDSF. CoRR (2020)
Rémi Eyraud, Stéphane Ayache
Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach. CoRR (2020)
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz, Adam Jardine, Jonathan Rawski
Learning with Partially Ordered Representations. CoRR (2019)
Stéphane Ayache, Rémi Eyraud, Noé Goudian
Explaining Black Boxes on Sequential Data using Weighted Automata. CoRR (2018)
Stéphane Ayache, Rémi Eyraud, Noé Goudian
Explaining Black Boxes on Sequential Data using Weighted Automata. ICGI (2018)
Rémi Eyraud, Colin de la Higuera, Makoto Kanazawa, Ryo Yoshinaka
Preface. Fundam. Informaticae 146 (4) (2016)
Denis Arrivault, Dominique Benielli, François Denis, Rémi Eyraud
Sp2Learn: A Toolbox for the Spectral Learning of Weighted Automata. ICGI (2016)
Borja Balle, Rémi Eyraud, Franco M. Luque, Ariadna Quattoni, Sicco Verwer
Results of the Sequence PredIction ChallengE (SPiCe): a Competition on Learning the Next Symbol in a Sequence. ICGI (2016)
Rémi Eyraud, Jean-Christophe Janodet, Tim Oates, Frédéric Papadopoulos
Designing and Learning Substitutable Plane Graph Grammars. Fundam. Informaticae 146 (4) (2016)
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
Output Strictly Local Functions. MOL (2015)
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
Learning Strictly Local Subsequential Functions. Trans. Assoc. Comput. Linguistics 2 (2014)
Sicco Verwer, Rémi Eyraud, Colin de la Higuera
PAutomaC: a probabilistic automata and hidden Markov models learning competition. Mach. Learn. 96 (1-2) (2014)
Adam Jardine, Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
Very efficient learning of structured classes of subsequential functions from positive data. ICGI (2014)
Sicco Verwer, Rémi Eyraud, Colin de la Higuera
Results of the PAutomaC Probabilistic Automaton Learning Competition. ICGI (2012)
Rémi Eyraud, Jean-Christophe Janodet, Tim Oates
Learning Substitutable Binary Plane Graph Grammars. ICGI (2012)
Alexander Clark, Rémi Eyraud, Amaury Habrard
Using Contextual Representations to Efficiently Learn Context-Free Languages. J. Mach. Learn. Res. 11 (2010)
Alexander Clark, Rémi Eyraud, Amaury Habrard
A Polynomial Algorithm for the Inference of Context Free Languages. ICGI (2008)
Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet
LARS: A learning algorithm for rewriting systems. Mach. Learn. 66 (1) (2007)
Alexander Clark, Rémi Eyraud
Polynomial Identification in the Limit of Substitutable Context-free Languages. J. Mach. Learn. Res. 8 (2007)
Alexander Clark, Rémi Eyraud
Learning Auxiliary Fronting with Grammatical Inference. CoNLL (2006)
Alexander Clark, Rémi Eyraud
Identification in the Limit of Substitutable Context-Free Languages. ALT (2005)
Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet
Representing Languages by Learnable Rewriting Systems. ICGI (2004)