Special Issue on Grammatical Inference

Participating journal: Machine Learning

Guest Editors: Olgierd Unold, François Coste, Colin de la Higuera

Machine Learning

Journal

Machine Learning

Machine Learning is an international forum focusing on computational approaches to learning.

Olgierd Unold

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François Coste

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Colin de la Higuera

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Showing 1-5 of 5 articles

Extracting automata from recurrent neural networks using queries and counterexamples (extended version)
Gail Weiss
Yoav Goldberg
Eran Yahav
OriginalPaper 08 June 2022 Pages: 2877 - 2919
Connecting weighted automata, tensor networks and recurrent neural networks through spectral learning
Tianyu Li
Doina Precup
Guillaume Rabusseau
OriginalPaper 30 March 2022 Pages: 2619 - 2653
Learning (k,l)-context-sensitive probabilistic grammars with nonparametric Bayesian approach
Chihiro Shibata
OriginalPaper 16 July 2021 Pages: 3267 - 3301
Distillation of weighted automata from recurrent neural networks using a spectral approach
Rémi Eyraud
Stéphane Ayache
OriginalPaper 19 April 2021 Pages: 3233 - 3266
Incremental learning of iterated dependencies
Denis Béchet
Annie Foret
OriginalPaper 07 March 2021 Pages: 2841 - 2875