Eyraud, Rémi

8 publications

MLJ 2024 Distillation of Weighted Automata from Recurrent Neural Networks Using a Spectral Approach Rémi Eyraud, Stéphane Ayache

AISTATS 2024 Length Independent PAC-Bayes Bounds for Simple RNNs Volodimir Mitarchuk, Clara Lacroce, Rémi Eyraud, Rémi Emonet, Amaury Habrard, Guillaume Rabusseau

TMLR 2024 On the Theoretical Limit of Gradient Descent for Simple Recurrent Neural Networks with Finite Precision Volodimir Mitarchuk, Rémi Emonet, Remi Eyraud, Amaury Habrard

MLJ 2014 PAutomaC: A Probabilistic Automata and Hidden Markov Models Learning Competition Sicco Verwer, Rémi Eyraud, Colin de la Higuera

JMLR 2010 Using Contextual Representations to Efficiently Learn Context-Free Languages Alexander Clark, Rémi Eyraud, Amaury Habrard

MLJ 2007 LARS: A Learning Algorithm for Rewriting Systems Rémi Eyraud, Colin de la Higuera, Jean-Christophe Janodet

JMLR 2007 Polynomial Identification in the Limit of Substitutable Context-Free Languages Alexander Clark, Rémi Eyraud

ALT 2005 Identification in the Limit of Substitutable Context-Free Languages Alexander Clark, Rémi Eyraud