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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 21: International Conference on Grammatical Inference, 5-8 September 2012, University of Maryland, College Park, MD, USA

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Editors: Jeffrey Heinz, Colin Higuera, Tim Oates

[bib][citeproc]

Contents:

  • Preface
  • Accepted Papers

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Preface

Preface

; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:1-3

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Accepted Papers

Learning and Testing the Bounded Retransmission Protocol

Fides Aarts, Harco Kuppens, Jan Tretmans, Frits Vaandrager, Sicco Verwer; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:4-18

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Actively Learning Probabilistic Subsequential Transducers

Hasan Ibne Akram, Colin La Higuera, Claudia Eckert; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:19-33

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Bootstrapping and Learning PDFA in Data Streams

Borja Balle, Jorge Castro, Ricard Gavaldà; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:34-48

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Speeding Up Syntactic Learning Using Contextual Information

Leonor Becerra Bonache, Elisa Fromont, Amaury Habrard, Michaël Perrot, Marc Sebban; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:49-53

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Clearing Restarting Automata and Grammatical Inference

Peter Černo; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:54-68

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Integrating Grammatical Inference into Robotic Planning

Jane Chandlee, Jie Fu, Konstantinos Karydis, Cesar Koirala, Jeffrey Heinz, Herbert Tanner; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:69-83

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Beyond Semilinearity: Distributional Learning of Parallel Multiple Context-free Grammars

Alexander Clark, Ryo Yoshinaka; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:84-96

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Locally Substitutable Languages for Enhanced Inductive Leaps

François Coste, Gaëlle Garet, Jacques Nicolas; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:97-111

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Grammar Induction: Beyond Local Search

Jason Eisner; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:112-113

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Learning Substitutable Binary Plane Graph Grammars

Rémi Eyraud, Jean-Christophe Janodet, Tim Oates; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:114-128

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Learning Tree Adjoining Grammars from Structures and Strings

Christophe Costa Florêncio; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:129-132

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Improving Model Inference of Black Box Components having Large Input Test Set

Muhammad Naeem Irfan, Roland Groz, Catherine Oriat; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:133-138

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Learning of Bi-$\omega$ Languages from Factors

M. Jayasrirani, M. H. Begam, D. G. Thomas, J. D. Emerald; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:139-144

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Inducing Partially Observable Markov Decision Processes

Michael L. Littman; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:145-148

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Inference of k-Testable Directed Acyclic Graph Languages

Damiàn Lòpez, Jorge Calera-Rubio, Javier Gallego-Sànchez; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:149-163

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A Lattice of Sets of Alignments Built on the Common Subwords in a Finite Language

Laurent Miclet, Nelly Barbot, Baptiste Jeudy; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:164-176

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Estimation of Generating Processes of Strings Represented with Patterns and Refinements

Keisuke Otaki, Akihiro Yamamoto; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:177-182

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Applying Grammar Inference To Identify Generalized Patterns of Facial Expressions of Pain

Ute Schmid, Michael Siebers, Dominik Seuß, Miriam Kunz, Stefan Lautenbacher; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:183-188

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Bootstrapping Dependency Grammar Inducers from Incomplete Sentence Fragments via Austere Models

Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:189-194

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Active Automata Learning: From DFAs to Interface Programs and Beyond

Bernhard Steffen, Falk Howar, Malte Isberner; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:195-209

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Fuzzy Grammar-based Prediction of Amyloidogenic Regions

Olgierd Unold; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:210-219

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Learning Interpretations Using Sequence Classification

Menno Zaanen, Janneke Loo; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:220-223

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Model Merging Versus Model Splitting Context-Free Grammar Induction

Menno Zaanen, Nanne Noord; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:224-236

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Induction of Non-Deterministic Finite Automata on Supercomputers

Wojciech Wieczorek; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:237-242

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Results of the PAutomaC Probabilistic Automaton Learning Competition

Sicco Verwer, Rémi Eyraud, Colin Higuera; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:243-248

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Treba: Efficient Numerically Stable EM for PFA

Mans Hulden; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:249-253

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Simple Variable Length N-grams for Probabilistic Automata Learning

Fabio N. Kepler, Sergio L. S. Mergen, Cleo Z. Billa; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:254-258

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Marginalizing Out Transition Probabilities for Several Subclasses of PFAs

Chihiro Shibata, Ryo Yoshinaka; Proceedings of the Eleventh International Conference on Grammatical Inference, PMLR 21:259-263

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