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ORCIDJeffrey Heinz
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- affiliation: Stony Brook University, NY, USA
- affiliation: University of Delaware, USA
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2020 – today
- 2023
[c34]Philip Kaelbling
, Dakotah Lambert, Jeffrey Heinz:
Robust Identification in the Limit from Incomplete Positive Data. FCT 2023: 276-290- [c33]Katherine Wu, Jeffrey Heinz:
String Extension Learning Despite Noisy Intrusions. ICGI 2023: 80-95 - [c32]Adil Soubki, Jeffrey Heinz:
Benchmarking State-Merging Algorithms for Learning Regular Languages. ICGI 2023: 181-198 - [c31]Magdalena Markowska, Jeffrey Heinz:
Empirical and Theoretical Arguments for Using Properties of Letters for the Learning of Sequential Functions. ICGI 2023: 270-274 - [c30]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: 275-290 - [i6]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 abs/2304.07687 (2023) - [i5]Jordan Kodner, Sarah R. B. Payne, Jeffrey Heinz:
Why Linguistics Will Thrive in the 21st Century: A Reply to Piantadosi (2023). CoRR abs/2308.03228 (2023) - 2021
- [j13]Dakotah Lambert, Jonathan Rawski, Jeffrey Heinz:
Typology emerges from simplicity in representations and learning. J. Lang. Model. 9(1) (2021) - 2020
- [j12]Hossep Dolatian, Jeffrey Heinz:
Computing and classifying reduplication with 2-way finite-state transducers. J. Lang. Model. 8(1): 179-250 (2020) - [c29]Jing Ji, Jeffrey Heinz:
Input Strictly Local Tree Transducers. LATA 2020: 369-381
2010 – 2019
- 2019
- [i4]Jane Chandlee, Rémi Eyraud, Jeffrey Heinz, Adam Jardine, Jonathan Rawski:
Learning with Partially Ordered Representations. CoRR abs/1906.07886 (2019) - [i3]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 abs/1910.11493 (2019) - 2018
- [j11]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: 76 (2018) - [c28]Ashkan Zehfroosh, Herbert G. Tanner, Jeffrey Heinz:
Learning option MDPs from small data. ACC 2018: 252-257 - [c27]Hossep Dolatian, Jeffrey Heinz:
Learning reduplication with 2-way finite-state transducers. ICGI 2018: 67-80 - 2017
- [c26]Ashkan Zehfroosh, Elena Kokkoni, Herbert G. Tanner, Jeffrey Heinz:
Learning models of human-robot interaction from small data. MED 2017: 223-228 - [i2]Enes Avcu, Chihiro Shibata, Jeffrey Heinz:
Subregular Complexity and Deep Learning. CoRR abs/1705.05940 (2017) - 2016
- [j10]Konstantinos Karydis, Prasanna Kannappan, Herbert G. Tanner, Adam Jardine, Jeffrey Heinz:
Resilience through Learning in Multi-Agent Cyber-Physical Systems. Frontiers Robotics AI 3: 36 (2016) - [j9]Adam Jardine, Jeffrey Heinz:
Learning Tier-based Strictly 2-Local Languages. Trans. Assoc. Comput. Linguistics 4: 87-98 (2016) - [c25]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: 4829-4834 - [c24]Kristina Strother-Garcia, Jeffrey Heinz, Hyun Jin Hwangbo:
Using Model Theory for Grammatical Inference: a Case Study from Phonology. ICGI 2016: 66-78 - [c23]Chihiro Shibata, Jeffrey Heinz:
Predicting Sequential Data with LSTMs Augmented with Strictly 2-Piecewise Input Vectors. ICGI 2016: 137-142 - [c22]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: 996-1001 - 2015
- [b1]Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen:
Grammatical Inference for Computational Linguistics. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2015, ISBN 978-3-031-01031-6 - [j8]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: 378-391 (2015) - [c21]Jane Chandlee, Rémi Eyraud, Jeffrey Heinz:
Output Strictly Local Functions. MOL 2015: 112-125 - [c20]Adam Jardine, Jeffrey Heinz:
A Concatenation Operation to Derive Autosegmental Graphs. MOL 2015: 139-151 - 2014
- [j7]Jeffrey Heinz, Colin de la Higuera, Tim Oates:
Introduction to the Special Issue on Grammatical Inference. Mach. Learn. 96(1-2): 1-3 (2014) - [j6]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): 505-511 (2014) - [j5]Jane Chandlee, Rémi Eyraud, Jeffrey Heinz:
Learning Strictly Local Subsequential Functions. Trans. Assoc. Comput. Linguistics 2: 491-503 (2014) - [c19]Adam Jardine, Jane Chandlee, Rémi Eyraud, Jeffrey Heinz:
Very efficient learning of structured classes of subsequential functions from positive data. ICGI 2014: 94-108 - [e4]Özlem Çetinoglu, Jeffrey Heinz, Andreas Maletti, Jason Riggle:
Proceedings of the 2014 Joint Meeting of SIGMORPHON and SIGFSM, Baltimore, Maryland, USA, June 27, 2014. Association for Computational Linguistics 2014, ISBN 978-1-941643-13-6 [contents] - 2013
- [j4]Jeffrey Heinz, William J. Idsardi:
What Complexity Differences Reveal About Domains in Language. Top. Cogn. Sci. 5(1): 111-131 (2013) - [c18]Jie Fu, Herbert G. Tanner, Jeffrey Heinz:
Adaptive planning in unknown environments using grammatical inference. CDC 2013: 5357-5363 - [c17]Jeffrey Heinz, Regine Lai:
Vowel Harmony and Subsequentiality. MOL 2013: 52-63 - [c16]Jeffrey Heinz, James Rogers:
Learning Subregular Classes of Languages with Factored Deterministic Automata. MOL 2013: 64-71 - 2012
- [j3]Jeffrey Heinz, Anna Kasprzik, Timo Kötzing:
Learning in the limit with lattice-structured hypothesis spaces. Theor. Comput. Sci. 457: 111-127 (2012) - [c15]Regine Lai, Jeffrey Heinz:
Evidence for a phonology-specific learning mechanism. CogSci 2012 - [c14]James Rogers, Jeffrey Heinz, Margaret Fero, Jeremy Hurst, Dakotah Lambert, Sean Wibel:
Cognitive and Sub-regular Complexity. FG 2012: 90-108 - [c13]Jane Chandlee, Jeffrey Heinz:
Bounded copying is subsequential: Implications for metathesis and reduplication. SIGMORPHON 2012: 42-51 - [c12]Jeffrey Heinz, Colin de la Higuera, Tim Oates:
Preface. ICGI 2012: 1-3 - [c11]Jane Chandlee, Jie Fu, Konstantinos Karydis, Cesar Koirala, Jeffrey Heinz, Herbert G. Tanner:
Integrating Grammatical Inference into Robotic Planning. ICGI 2012: 69-83 - [e3]Jeffrey Heinz, Colin de la Higuera, Tim Oates:
Proceedings of the Eleventh International Conference on Grammatical Inference, ICGI 2012, University of Maryland, College Park, USA, September 5-8, 2012. JMLR Proceedings 21, JMLR.org 2012 [contents] - [i1]Jie Fu, Herbert G. Tanner, Jeffrey Heinz, Jane Chandlee, Konstantinos Karydis, Cesar Koirala:
Symbolic Planning and Control Using Game Theory and Grammatical Inference. CoRR abs/1210.1630 (2012) - 2011
- [j2]Jeffrey Heinz:
Computational Phonology - Part I: Foundations. Lang. Linguistics Compass 5(4): 140-152 (2011) - [j1]Jeffrey Heinz:
Computational Phonology - Part II: Grammars, Learning, and the Future. Lang. Linguistics Compass 5(4): 153-168 (2011) - [c10]Jeffrey Heinz, Colin de la Higuera, Menno van Zaanen:
Formal and Empirical Grammatical Inference. ACL (Tutorial Abstracts) 2011: 2 - [c9]Jeffrey Heinz, Chetan Rawal, Herbert G. Tanner:
Tier-based Strictly Local Constraints for Phonology. ACL (2) 2011: 58-64 - [c8]Jie Fu, Jeffrey Heinz, Herbert G. Tanner:
An Algebraic Characterization of Strictly Piecewise Languages. TAMC 2011: 252-263 - 2010
- [c7]Jeffrey Heinz, James Rogers:
Estimating Strictly Piecewise Distributions. ACL 2010: 886-896 - [c6]Jeffrey Heinz:
String Extension Learning. ACL 2010: 897-906 - [c5]Jeffrey Heinz, Cesar Koirala:
Maximum Likelihood Estimation of Feature-Based Distributions. SIGMORPHON 2010: 28-37 - [e2]Jeffrey Heinz, Lynne J. Cahill, Richard Wicentowski:
Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, SIGMORPHON 2010, Uppsala, Sweden, July 15, 2010. Association for Computational Linguistics 2010, ISBN 978-1-932432-76-3 [contents]
2000 – 2009
- 2009
- [c4]James Rogers, Jeffrey Heinz, Gil Bailey, Matt Edlefsen, Molly Visscher, David Wellcome, Sean Wibel:
On Languages Piecewise Testable in the Strict Sense. MOL 2009: 255-265 - 2008
- [c3]Daniel Blanchard, Jeffrey Heinz:
Improving Word Segmentation by Simultaneously Learning Phonotactics. CoNLL 2008: 65-72 - [c2]Jeffrey Heinz:
Learning Left-to-Right and Right-to-Left Iterative Languages. ICGI 2008: 84-97 - [e1]Jason Eisner, Jeffrey Heinz:
Proceedings of the Tenth Meeting of ACL Special Interest Group on Computational Morphology and Phonology, SIGMORPHON 2008, Columbus, Ohio, USA, June 19, 2008. Association for Computational Linguistics 2008, ISBN 978-1-932432-12-1 [contents] - 2006
- [c1]Jeffrey Heinz:
Learning Quantity Insensitive Stress Systems via Local Inference. SIGMORPHON 2006: 21-30
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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