Jeffrey Heinz

According to our database, Jeffrey Heinz authored at least 53 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Why Linguistics Will Thrive in the 21st Century: A Reply to Piantadosi (2023).

Jordan Kodner, Sarah R. B. Payne, Jeffrey Heinz

CoRR, 2023

MLRegTest: A Benchmark for the Machine Learning of Regular Languages.

Sam van der Poel, Dakotah Lambert, Kalina Kostyszyn, Tiantian Gao, Rahul Verma, Derek Andersen, Joanne Chau, Emily Peterson, Cody St. Clair, Paul Fodor, Chihiro Shibata, Jeffrey Heinz

CoRR, 2023

String Extension Learning Despite Noisy Intrusions.

Katherine Wu, Jeffrey Heinz

Proceedings of the International Conference on Grammatical Inference, 2023

Benchmarking State-Merging Algorithms for Learning Regular Languages.

Adil Soubki, Jeffrey Heinz

Proceedings of the International Conference on Grammatical Inference, 2023

Empirical and Theoretical Arguments for Using Properties of Letters for the Learning of Sequential Functions.

Magdalena Markowska, Jeffrey Heinz

Proceedings of the International Conference on Grammatical Inference, 2023

TAYSIR Competition: Transformer+RNN: Algorithms to Yield Simple and Interpretable Representations.

Rémi Eyraud, Dakotah Lambert, Badr Tahri Joutei, Aidar Gaffarov, Mathias Cabanne, Jeffrey Heinz, Chihiro Shibata

Proceedings of the International Conference on Grammatical Inference, 2023

Robust Identification in the Limit from Incomplete Positive Data.

Philip Kaelbling, Dakotah Lambert, Jeffrey Heinz

Proceedings of the Fundamentals of Computation Theory - 24th International Symposium, 2023

2021

Typology emerges from simplicity in representations and learning.

Dakotah Lambert, Jonathan Rawski, Jeffrey Heinz

J. Lang. Model., 2021

2020

Computing and classifying reduplication with 2-way finite-state transducers.

Hossep Dolatian, Jeffrey Heinz

J. Lang. Model., 2020

Input Strictly Local Tree Transducers.

Jing Ji, Jeffrey Heinz

Proceedings of the Language and Automata Theory and Applications, 2020

2019

The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection.

Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu, Chaitanya Malaviya, Lawrence Wolf-Sonkin, Garrett Nicolai, Christo Kirov, Miikka Silfverberg, S. J. Mielke, Jeffrey Heinz, Ryan Cotterell, Mans Hulden

CoRR, 2019

Learning with Partially Ordered Representations.

Jane Chandlee, Rémi Eyraud, Jeffrey Heinz, Adam Jardine, Jonathan Rawski

CoRR, 2019

2018

Statistical Relational Learning With Unconventional String Models.

Mai H. Vu, Ashkan Zehfroosh, Kristina Strother-Garcia, Michael Sebok, Jeffrey Heinz, Herbert G. Tanner

Frontiers Robotics AI, 2018

Learning reduplication with 2-way finite-state transducers.

Hossep Dolatian, Jeffrey Heinz

Proceedings of the 14th International Conference on Grammatical Inference, 2018

Learning option MDPs from small data.

Ashkan Zehfroosh, Herbert G. Tanner, Jeffrey Heinz

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Subregular Complexity and Deep Learning.

Enes Avcu, Chihiro Shibata, Jeffrey Heinz

CoRR, 2017

Learning models of human-robot interaction from small data.

Ashkan Zehfroosh, Elena Kokkoni, Herbert G. Tanner, Jeffrey Heinz

Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

2016

Learning Tier-based Strictly 2-Local Languages.

Adam Jardine, Jeffrey Heinz

Trans. Assoc. Comput. Linguistics, 2016

Resilience through Learning in Multi-Agent Cyber-Physical Systems.

Konstantinos Karydis, Prasanna Kannappan, Herbert G. Tanner, Adam Jardine, Jeffrey Heinz

Frontiers Robotics AI, 2016

Incorporating learning modules improves aspects of resilience of supervisory cyber-physical systems.

Prasanna Kannappan, Konstantinos Karydis, Herbert G. Tanner, Adam Jardine, Jeffrey Heinz

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Using Model Theory for Grammatical Inference: a Case Study from Phonology.

Kristina Strother-Garcia, Jeffrey Heinz, Hyun Jin Hwangbo

Proceedings of the 13th International Conference on Grammatical Inference, 2016

Predicting Sequential Data with LSTMs Augmented with Strictly 2-Piecewise Input Vectors.

Chihiro Shibata, Jeffrey Heinz

Proceedings of the 13th International Conference on Grammatical Inference, 2016

Integration of deterministic inference with formal synthesis for control under uncertainty.

Kevin J. Leahy, Prasanna Kannappan, Adam Jardine, Herbert G. Tanner, Jeffrey Heinz, Calin Belta

Proceedings of the 2016 American Control Conference, 2016

2015

Grammatical Inference for Computational Linguistics

Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02159-6, 2015

Symbolic planning and control using game theory and grammatical inference.

Jie Fu, Herbert G. Tanner, Jeffrey Heinz, Konstantinos Karydis, Jane Chandlee, Cesar Koirala

Eng. Appl. Artif. Intell., 2015

A Concatenation Operation to Derive Autosegmental Graphs.

Adam Jardine, Jeffrey Heinz

Proceedings of the 14th Meeting on the Mathematics of Language, 2015

Output Strictly Local Functions.

Jane Chandlee, Rémi Eyraud, Jeffrey Heinz

Proceedings of the 14th Meeting on the Mathematics of Language, 2015

2014

Learning Strictly Local Subsequential Functions.

Jane Chandlee, Rémi Eyraud, Jeffrey Heinz

Trans. Assoc. Comput. Linguistics, 2014

Adaptive Symbolic Control for Finite-State Transition Systems With Grammatical Inference.

Jie Fu, Herbert G. Tanner, Jeffrey Heinz, Jane Chandlee

IEEE Trans. Autom. Control., 2014

Introduction to the Special Issue on Grammatical Inference.

Jeffrey Heinz, Colin de la Higuera, Tim Oates

Mach. Learn., 2014

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

Adam Jardine, Jane Chandlee, Rémi Eyraud, Jeffrey Heinz

Proceedings of the 12th International Conference on Grammatical Inference, 2014

2013

What Complexity Differences Reveal About Domains in Language.

Jeffrey Heinz, William J. Idsardi

Top. Cogn. Sci., 2013

Learning Subregular Classes of Languages with Factored Deterministic Automata.

Jeffrey Heinz, James Rogers

Proceedings of the 13th Meeting on the Mathematics of Language, 2013

Vowel Harmony and Subsequentiality.

Jeffrey Heinz, Regine Lai

Proceedings of the 13th Meeting on the Mathematics of Language, 2013

Adaptive planning in unknown environments using grammatical inference.

Jie Fu, Herbert G. Tanner, Jeffrey Heinz

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Learning in the limit with lattice-structured hypothesis spaces.

Jeffrey Heinz, Anna Kasprzik, Timo Kötzing

Theor. Comput. Sci., 2012

Preface.

Jeffrey Heinz, Colin de la Higuera, Tim Oates

Proceedings of the Eleventh International Conference on Grammatical Inference, 2012

Integrating Grammatical Inference into Robotic Planning.

Jane Chandlee, Jie Fu, Konstantinos Karydis, Cesar Koirala, Jeffrey Heinz, Herbert G. Tanner

Proceedings of the Eleventh International Conference on Grammatical Inference, 2012

Bounded copying is subsequential: Implications for metathesis and reduplication.

Jane Chandlee, Jeffrey Heinz

Proceedings of the Twelfth Meeting of the Special Interest Group on Computational Morphology and Phonology, 2012

Cognitive and Sub-regular Complexity.

James Rogers, Jeffrey Heinz, Margaret Fero, Jeremy Hurst, Dakotah Lambert, Sean Wibel

Proceedings of the Formal Grammar, 2012

Evidence for a phonology-specific learning mechanism.

Regine Lai, Jeffrey Heinz

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

Computational Phonology - Part II: Grammars, Learning, and the Future.

Jeffrey Heinz

Lang. Linguistics Compass, 2011

Computational Phonology - Part I: Foundations.

Jeffrey Heinz

Lang. Linguistics Compass, 2011

An Algebraic Characterization of Strictly Piecewise Languages.

Jie Fu, Jeffrey Heinz, Herbert G. Tanner

Proceedings of the Theory and Applications of Models of Computation, 2011

Tier-based Strictly Local Constraints for Phonology.

Jeffrey Heinz, Chetan Rawal, Herbert G. Tanner

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Formal and Empirical Grammatical Inference.

Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010

Maximum Likelihood Estimation of Feature-Based Distributions.

Jeffrey Heinz, Cesar Koirala

Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, 2010

Estimating Strictly Piecewise Distributions.

Jeffrey Heinz, James Rogers

Proceedings of the ACL 2010, 2010

String Extension Learning.

Jeffrey Heinz

Proceedings of the ACL 2010, 2010

2009

On Languages Piecewise Testable in the Strict Sense.

James Rogers, Jeffrey Heinz, Gil Bailey, Matt Edlefsen, Molly Visscher, David Wellcome, Sean Wibel

Proceedings of the Mathematics of Language, 10th and 11th Biennial Conference, 2009

2008

Learning Left-to-Right and Right-to-Left Iterative Languages.

Jeffrey Heinz

Proceedings of the Grammatical Inference: Algorithms and Applications, 2008

Improving Word Segmentation by Simultaneously Learning Phonotactics.

Daniel Blanchard, Jeffrey Heinz

Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

2006

Learning Quantity Insensitive Stress Systems via Local Inference.

Jeffrey Heinz

Proceedings of the Eighth Meeting of the ACL Special Interest Group on Computational Phonology and Morphology, 2006