Rémi Eyraud

4 papers · 2006–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

JMLR (2) AISTATS (1) CoNLL (1)

Top co-authors

Alexander Clark (3) Amaury Habrard (2) Clara Lacroce (1) Guillaume Rabusseau (1) Rémi Emonet (1) Volodimir Mitarchuk (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Learning Types (2) Deep Learning (1) Mathematics & Optimization (1) Mathematics (1) Optimization & Theory · Deep Learning (1)

Keywords

context-free language (2) grammar inference (2) perturbation analysis (1) polynomial time (1) generalization bound (1) pac-bayes bound (1) recurrent neural network (1) theoretical bound (1) distributional learning (1) saturation regime (1) network saturation (1) polynomial identification (1) syntactic congruence (1) positive data (1) pac-bayes theory (1)

Papers

Length independent PAC-Bayes bounds for Simple RNNs AISTATS 2024 Using Contextual Representations to Efficiently Learn Context-Free Languages JMLR 2010 Polynomial Identification in the Limit of Substitutable Context-free Languages JMLR 2007 Learning Auxiliary Fronting with Grammatical Inference CoNLL 2006