Jeffrey Heinz

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 26

Top Topics

Grammatical Inference

Regular Languages

Top Venues

Publications

Adil Soubki, Jeffrey Heinz
Benchmarking State-Merging Algorithms for Learning Regular Languages. ICGI (2023)
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
MLRegTest: A Benchmark for the Machine Learning of Regular Languages. CoRR (2023)
Katherine Wu, Jeffrey Heinz
String Extension Learning Despite Noisy Intrusions. ICGI (2023)
Magdalena Markowska, Jeffrey Heinz
Empirical and Theoretical Arguments for Using Properties of Letters for the Learning of Sequential Functions. ICGI (2023)
Rémi Eyraud, Dakotah Lambert, Badr Tahri Joutei, Aidar Gaffarov, Mathias Cabanne, Jeffrey Heinz, Chihiro Shibata
TAYSIR Competition: Transformer+RNN: Algorithms to Yield Simple and Interpretable Representations. ICGI (2023)
Jordan Kodner, Sarah Payne, Jeffrey Heinz
Why Linguistics Will Thrive in the 21st Century: A Reply to Piantadosi (2023). CoRR (2023)
Philip Kaelbling, Dakotah Lambert, Jeffrey Heinz
Robust Identification in the Limit from Incomplete Positive Data. FCT (2023)
Dakotah Lambert, Jonathan Rawski, Jeffrey Heinz
Typology emerges from simplicity in representations and learning. J. Lang. Model. 9 (1) (2021)
Jing Ji, Jeffrey Heinz
Input Strictly Local Tree Transducers. LATA (2020)
Hossep Dolatian, Jeffrey Heinz
Computing and classifying reduplication with 2-way finite-state transducers. J. Lang. Model. 8 (1) (2020)
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
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection. CoRR (2019)
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz, Adam Jardine, Jonathan Rawski
Learning with Partially Ordered Representations. CoRR (2019)
Ashkan Zehfroosh, Herbert G. Tanner, Jeffrey Heinz
Learning option MDPs from small data. ACC (2018)
Mai H. Vu, Ashkan Zehfroosh, Kristina Strother-Garcia, Michael Sebok, Jeffrey Heinz, Herbert G. Tanner
Statistical Relational Learning With Unconventional String Models. Frontiers Robotics AI 5 (2018)
Hossep Dolatian, Jeffrey Heinz
Learning reduplication with 2-way finite-state transducers. ICGI (2018)
Enes Avcu, Chihiro Shibata, Jeffrey Heinz
Subregular Complexity and Deep Learning. CoRR (2017)
Ashkan Zehfroosh, Elena Kokkoni, Herbert G. Tanner, Jeffrey Heinz
Learning models of human-robot interaction from small data. MED (2017)
Kristina Strother-Garcia, Jeffrey Heinz, Hyun Jin Hwangbo
Using Model Theory for Grammatical Inference: a Case Study from Phonology. ICGI (2016)
Prasanna Kannappan, Konstantinos Karydis, Herbert G. Tanner, Adam Jardine, Jeffrey Heinz
Incorporating learning modules improves aspects of resilience of supervisory cyber-physical systems. MED (2016)
Konstantinos Karydis, Prasanna Kannappan, Herbert G. Tanner, Adam Jardine, Jeffrey Heinz
Resilience through Learning in Multi-Agent Cyber-Physical Systems. Frontiers Robotics AI 3 (2016)
Chihiro Shibata, Jeffrey Heinz
Predicting Sequential Data with LSTMs Augmented with Strictly 2-Piecewise Input Vectors. ICGI (2016)
Adam Jardine, Jeffrey Heinz
Learning Tier-based Strictly 2-Local Languages. Trans. Assoc. Comput. Linguistics 4 (2016)
Kevin J. Leahy, Prasanna Kannappan, Adam Jardine, Herbert G. Tanner, Jeffrey Heinz, Calin Belta
Integration of deterministic inference with formal synthesis for control under uncertainty. ACC (2016)
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
Output Strictly Local Functions. MOL (2015)
Jie Fu, Herbert G. Tanner, Jeffrey Heinz, Konstantinos Karydis, Jane Chandlee, Cesar Koirala
Symbolic planning and control using game theory and grammatical inference. Eng. Appl. Artif. Intell. 37 (2015)
Adam Jardine, Jeffrey Heinz
A Concatenation Operation to Derive Autosegmental Graphs. MOL (2015)
Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
Learning Strictly Local Subsequential Functions. Trans. Assoc. Comput. Linguistics 2 (2014)
Adam Jardine, Jane Chandlee, Rémi Eyraud, Jeffrey Heinz
Very efficient learning of structured classes of subsequential functions from positive data. ICGI (2014)
Jie Fu, Herbert G. Tanner, Jeffrey Heinz, Jane Chandlee
Adaptive Symbolic Control for Finite-State Transition Systems With Grammatical Inference. IEEE Trans. Autom. Control. 59 (2) (2014)
Jeffrey Heinz, Colin de la Higuera, Tim Oates
Introduction to the Special Issue on Grammatical Inference. Mach. Learn. 96 (1-2) (2014)
Jeffrey Heinz, James Rogers
Learning Subregular Classes of Languages with Factored Deterministic Automata. MOL (2013)
Jeffrey Heinz, Regine Lai
Vowel Harmony and Subsequentiality. MOL (2013)
Jie Fu, Herbert G. Tanner, Jeffrey Heinz
Adaptive planning in unknown environments using grammatical inference. CDC (2013)
Jeffrey Heinz, William J. Idsardi
What Complexity Differences Reveal About Domains in Language. Top. Cogn. Sci. 5 (1) (2013)
Jeffrey Heinz, Anna Kasprzik, Timo Kötzing
Learning in the limit with lattice-structured hypothesis spaces. Theor. Comput. Sci. 457 (2012)
Jane Chandlee, Jeffrey Heinz
Bounded copying is subsequential: Implications for metathesis and reduplication. SIGMORPHON (2012)
Jie Fu, Herbert G. Tanner, Jeffrey Heinz, Jane Chandlee, Konstantinos Karydis, Cesar Koirala
Symbolic Planning and Control Using Game Theory and Grammatical Inference CoRR (2012)
James Rogers, Jeffrey Heinz, Margaret Fero, Jeremy Hurst, Dakotah Lambert, Sean Wibel
Cognitive and Sub-regular Complexity. FG (2012)
Regine Lai, Jeffrey Heinz
Evidence for a phonology-specific learning mechanism. CogSci (2012)
Jeffrey Heinz, Colin de la Higuera, Tim Oates
Preface. ICGI (2012)
Jane Chandlee, Jie Fu, Konstantinos Karydis, Cesar Koirala, Jeffrey Heinz, Herbert G. Tanner
Integrating Grammatical Inference into Robotic Planning. ICGI (2012)
Jie Fu, Jeffrey Heinz, Herbert G. Tanner
An Algebraic Characterization of Strictly Piecewise Languages. TAMC (2011)
Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen
Formal and Empirical Grammatical Inference. ACL (Tutorial Abstracts) (2011)
Jeffrey Heinz, Chetan Rawal, Herbert G. Tanner
Tier-based Strictly Local Constraints for Phonology. ACL (2) (2011)
Jeffrey Heinz
Computational Phonology - Part I: Foundations. Lang. Linguistics Compass 5 (4) (2011)
Jeffrey Heinz
Computational Phonology - Part II: Grammars, Learning, and the Future. Lang. Linguistics Compass 5 (4) (2011)
Jeffrey Heinz
String Extension Learning. ACL (2010)
Jeffrey Heinz, Cesar Koirala
Maximum Likelihood Estimation of Feature-Based Distributions. SIGMORPHON (2010)
Jeffrey Heinz, James Rogers
Estimating Strictly Piecewise Distributions. ACL (2010)
James Rogers, Jeffrey Heinz, Gil Bailey, Matt Edlefsen, Molly Visscher, David Wellcome, Sean Wibel
On Languages Piecewise Testable in the Strict Sense. MOL (2009)
Jeffrey Heinz
Learning Left-to-Right and Right-to-Left Iterative Languages. ICGI (2008)
Daniel Blanchard, Jeffrey Heinz
Improving Word Segmentation by Simultaneously Learning Phonotactics. CoNLL (2008)
Jeffrey Heinz
Learning Quantity Insensitive Stress Systems via Local Inference. SIGMORPHON (2006)