Volume 34: International Conference on Grammatical Inference, 17-19 September 2014, Kyoto, Japan

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Editors: Alexander Clark, Makoto Kanazawa, Ryo Yoshinaka

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Contents:

Preface

Preface

Alexander Clark, Makoto Kanazawa, Ryo Yoshinaka ; PMLR 34:1-2

Invited Talks

Grammar Compression: Grammatical Inference by Compression and Its Application to Real Data

Hiroshi Sakamoto ; PMLR 34:3-20

Towards a rationalist theory of language acquisition

Edward Stabler ; PMLR 34:21-32

Accepted Papers

A Canonical Semi-Deterministic Transducer

Achilles Beros, Colin Higuera ; PMLR 34:33-48

A bottom-up efficient algorithm learning substitutable languages from positive examples

François Coste, Gaëlle Garet, Jacques Nicolas ; PMLR 34:49-63

Some improvements of the spectral learning approach for probabilistic grammatical inference

Mattias Gybels, François Denis, Amaury Habrard ; PMLR 34:64-78

An Abstract Framework for Counterexample Analysis in Active Automata Learning

Malte Isberner, Bernhard Steffen ; PMLR 34:79-93

Very efficient learning of structured classes of subsequential functions from positive data

Adam Jardine, Jane Chandlee, Rémi Eyraud, Jeffrey Heinz ; PMLR 34:94-108

Learning Nondeterministic Mealy Machines

Ali Khalili, Armando Tacchella ; PMLR 34:109-123

Maximizing a Tree Series in the Representation Space

Guillaume Rabusseau, François Denis ; PMLR 34:124-138

Grammatical Inference of some Probabilistic Context-Free Grammars from Positive Data using Minimum Satisfiability

James Scicluna, Colin Higuera ; PMLR 34:139-152

Inferring (k,l)-context-sensitive probabilistic context-free grammars using hierarchical Pitman-Yor processes

Chihiro Shibata ; PMLR 34:153-166

Bigger is Not Always Better: on the Quality of Hypotheses in Active Automata Learning

Rick Smetsers, Michele Volpato, Frits Vaandrager, Sicco Verwer ; PMLR 34:167-181

An example distribution for probabilistic query learning of simple deterministic languages

Yasuhiro Tajima, Genichiro Kikui ; PMLR 34:182-192

Evaluation of selection in context-free grammar learning systems

Menno Zaanen, Nanne Noord ; PMLR 34:193-206

Induction of Directed Acyclic Word Graph in a Bioinformatics Task

Wojciech Wieczorek, Olgierd Unold ; PMLR 34:207-217

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