Jeffrey Heinz's papers

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2016

[8] Konstantinos Karydis, Prasanna Kannappan, Herbert G. Tanner, Adam Jardine, and Jeffrey Heinz. Resilience through Learning in Multi-Agent Cyber-Physical Systems. Frontiers in Robotics and AI, 3(36):1-12, June 2016. [ bib | official pub | pdf ]
[7] Adam Jardine and Jeffrey Heinz. Learning Tier-based Strictly 2-Local Languages. Transactions of the Association for Computational Linguistics, 4:87-98, April 2016. [ bib | official pub | pdf ]
[6] Jane Chandlee, Adam Jardine, and Jeffrey Heinz. Learning repairs for marked structures. In Adam Albright and Michelle A. Fullwood, editors, Proceedings of the 2014 Annual Meeting of Phonology, Washington, DC, 2016. Linguistic Society of America. [ bib | official pub | pdf ]
[5] Kevin Leahy, Prasanna Kannappan, Adam Jardine, Herbert G. Tanner, Jeffrey Heinz, and Calin Belta. Integration of Deterministic Inference with Formal Synthesis for Control under Uncertainty. In Proceedings of the 2016 American Control Conference, 2016. [ bib | pdf ]
[4] Prasanna Kannappan, Konstantinos Karydis, Herbert G. Tanner, Adam Jardine, and Jeffrey Heinz. Incorporating Learning Modules Improves Aspects of Resilience of Supervisory Cyber-Physical Systems. In Proceedings of the 24th Mediterranean Conference on Control and Automation (MED 16), 2016. [ bib ]
[3] Rémi Eyraud, Jeffrey Heinz, and Ryo Yoshinaka. Efficiency in the Identification in the Limit Learning Paradigm. In Heinz and Sempere [1], chapter 2, pages 25-46. [ bib | official pub | pdf ]
[2] Jeffrey Heinz. Computational Theories of Learning and Developmental Psycholinguistics. In Jeffrey Lidz, William Synder, and Joe Pater, editors, The Oxford Handbook of Developmental Linguistics, chapter 27, pages 633-663. Oxford University Press, Oxford, UK, 2016. [ bib | official pub | pdf ]
[1] Jeffrey Heinz and José Sempere, editors. Topics in Grammatical Inference. Springer-Verlag Berlin Heidelberg, 2016. [ bib | official pub ]

2015

[6] Jane Chandlee, Rémi Eyraud, and Jeffrey Heinz. Output Strictly Local Functions. In Proceedings of the 14th Meeting on the Mathematics of Language (MoL 2015), pages 112-125, Chicago, USA, July 2015. [ bib | official pub | pdf ]
[5] Adam Jardine and Jeffrey Heinz. A Concatenation Operation to Derive Autosegmental Graphs. In Proceedings of the 14th Meeting on the Mathematics of Language (MoL 2015), pages 139-151, Chicago, USA, July 2015. [ bib | official pub | pdf ]
[4] Jie Fu, Herbert G. Tanner, and Jeffrey Heinz. Concurrent Multi-Agent Systems with Temporal Logic Objectives: Game Theoretic Analysis and Planning through Negotiation. IET Control Theory and Applications, 9(3):465-474, February 2015. [ bib | official pub | pdf ]
[3] Jeffrey Heinz. A Hilbert Problem for Phonology, January 2015. This blog posting appeared on facultyoflanguage.blogspot.com on January 1, 2015. [ bib | .html ]
[2] Jeffrey Heinz, Colin de la Higuera, and Menno van Zaanen. Grammatical Inference for Computational Linguistics. Synthesis Lectures on Human Language Technologies. Morgan and Claypool, 2015. [ bib | official pub ]
[1] Jie Fu, Herbert G. Tanner, Jeffrey Heinz, Konstantinos Karydis, Jane Chandlee, and Cesar Koirala. Symbolic Planning and Control Using Game Theory and Grammatical Inference. Engineering Applications of Artificial Intelligence, 37:378-391, January 2015. [ bib | official pub | pdf ]

2014

[9] Jane Chandlee, Rémi Eyraud, and Jeffrey Heinz. Learning Strictly Local Subsequential Functions. Transactions of the Association for Computational Linguistics, 2:491-503, November 2014. [ bib | official pub | pdf ]
[8] Jie Fu, Jeffrey Heinz, Adam Jardine, and Herbert G. Tanner. Perception-based Grammatical Inference for Adaptive Systems. In Alexander Clark, Makoto Kanazawa, and Ryo Yoshinaka, editors, ICGI 2014 conference booklet, September 2014. [ bib | pdf ]
[7] Adam Jardine, Jane Chandlee, Rémi Eyraud, and Jeffrey Heinz. Very efficient learning of structured classes of subsequential functions from positive data. In Alexander Clark, Makoto Kanazawa, and Ryo Yoshinaka, editors, Proceedings of the Twelfth International Conference on Grammatical Inference (ICGI 2014), volume 34, pages 94-108. JMLR: Workshop and Conference Proceedings, September 2014. [ bib | official pub | pdf ]
[6] Jeffrey Heinz, Colin de la Higuera, and Tim Oates, editors. Machine Learning, Special Issue on Grammatical Inference, 96(1-2), July 2014. Peter Flach, editor-in-chief. [ bib | official pub ]
[5] Manex Agirrezabal, Jeffrey Heinz, Mans Hulden, and Bertol Arrieta. Assigning stress to out-of-vocabulary words: three approaches. In Proceedings of the International Conference of Artificial Intelligence (ICAI 2014), pages 105-110, Las Vegas, NV, July 2014. [ bib | official pub | pdf ]
[4] Jeffrey Heinz, Colin de la Higuera, and Tim Oates. Introduction to the Special Issue on Grammatical Inference. Machine Learning, 96(1-2):1-3, July 2014. [ bib | official pub | pdf ]
[3] Jie Fu, Herbert G. Tanner, Jeffrey Heinz, and Jane Chandlee. Adaptive Symbolic Control for Finite-State Transition Systems with Grammatical Inference. IEEE Transactions on Automatic Control, 59(2):505-511, February 2014. [ bib | official pub | pdf ]
[2] John Case, Jeffrey Heinz, and Gregory M. Kobele. Interpreted Learning: A framework for investigating the contribution of various information sources to the learning problem. In Carson T. Sch├╝tze & Linnaea Stockall, editor, Connectedness: Papers by and for Sarah VanWagenen, volume 18 of UCLA Working Papers in Linguistics, pages 103-114. 2014. [ bib | official pub | pdf ]
[1] Jeffrey Heinz. Culminativity Times Harmony Equals Unbounded Stress. In Harry van der Hulst, editor, Word Stress: Theoretical and Typological Issues, chapter 8. Cambridge University Press, Cambridge, UK, 2014. [ bib | pdf ]

2013

[5] Jie Fu, Herbert G. Tanner, and Jeffrey Heinz. Adaptive planning in unknown environments using grammatical inference. In Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on, pages 5357-5363, December 2013. [ bib | official pub | pdf ]
[4] Jeffrey Heinz and James Rogers. Learning Subregular Classes of Languages with Factored Deterministic Automata. In Andras Kornai and Marco Kuhlmann, editors, Proceedings of the 13th Meeting on the Mathematics of Language (MoL 13), pages 64-71, Sofia, Bulgaria, August 2013. Association for Computational Linguistics. [ bib | official pub | pdf ]
[3] Jeffrey Heinz and Regine Lai. Vowel Harmony and Subsequentiality. In Andras Kornai and Marco Kuhlmann, editors, Proceedings of the 13th Meeting on the Mathematics of Language (MoL 13), pages 52-63, Sofia, Bulgaria, 2013. [ bib | official pub | pdf ]
[2] James Rogers, Jeffrey Heinz, Margaret Fero, Jeremy Hurst, Dakotah Lambert, and Sean Wibel. Cognitive and Sub-Regular Complexity. In Glyn Morrill and Mark-Jan Nederhof, editors, Formal Grammar, volume 8036 of Lecture Notes in Computer Science, pages 90-108. Springer, 2013. [ bib | pdf ]
[1] Jeffrey Heinz and William Idsardi. What Complexity Differences Reveal About Domains in Language. Topics in Cognitive Science, 5(1):111-131, 2013. [ bib | official pub | pdf ]

2012

[6] Darrell Larsen and Jeffrey Heinz. Neutral vowels in sound-symbolic vowel harmony in Korean. Phonology, 29:433-464, December 2012. [ bib | official pub | pdf ]
[5] Jeffrey Heinz, Anna Kasprzik, and Timo Kötzing. Learning with Lattice-Structured Hypothesis Spaces. Theoretical Computer Science, 457:111-127, October 2012. [ bib | official pub | pdf ]
[4] Jane Chandlee, Jie Fu, Konstantinos Karydis, Cesar Koirala, Jeffrey Heinz, and Herbert G. Tanner. Integrating Grammatical Inference into Robotic Planning. In Jeffrey Heinz, Colin de la Higuera, and Tim Oates, editors, Proceedings of the Eleventh International Conference on Grammatical Inference (ICGI 2012), volume 21, pages 69-83. JMLR Workshop and Conference Proceedings, August 2012. [ bib | official pub | pdf ]
[3] Jane Chandlee and Jeffrey Heinz. Bounded copying is subsequential: Implications for metathesis and reduplication. In Proceedings of the 12th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, pages 42-51, Montreal, Canada, June 2012. Association for Computational Linguistics. [ bib | official pub | pdf ]
[2] Jane Chandlee, Angeliki Athanasopoulou, and Jeffrey Heinz. Evidence for Classifying Metathesis Patterns as Subsequential. In The Proceedings of the 29th West Coast Conference on Formal Linguistics, pages 303-309. Cascillida Press, 2012. [ bib | official pub | pdf ]
[1] Brian Gainor, Regine Lai, and Jeffrey Heinz. Computational Characterizations of Vowel Harmony Patterns and Pathologies. In The Proceedings of the 29th West Coast Conference on Formal Linguistics, pages 63-71, 2012. [ bib | official pub | pdf ]

2011

[7] Jeffrey Heinz and William Idsardi. Sentence and Word Complexity. Science, 333(6040):295-297, July 2011. [ bib | full text (html) | abstract (html) | reprint (pdf) ]
[6] Jeffrey Heinz, Chetan Rawal, and Herbert G. Tanner. Tier-based Strictly Local Constraints for Phonology. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, pages 58-64, Portland, Oregon, USA, June 2011. Association for Computational Linguistics. [ bib | official pub | pdf ]
[5] Jie Fu, Jeffrey Heinz, and Herbert G. Tanner. An Algebraic Characterization of Strictly Piecewise Languages. In Mitsunori Ogihara and Jun Tarui, editors, Theory and Applications of Models of Computation, volume 6648 of Lecture Notes in Computer Science, pages 252-263. Springer Berlin / Heidelberg, 2011. [ bib | official pub | pdf ]
[4] Chetan Rawal, Herbert G. Tanner, and Jeffrey Heinz. (Sub)regular Robotic Languages. In IEEE Mediterranean Conference on Control and Automation, pages 321-326, 2011. [ bib | official pub | pdf ]
[3] Jeffrey Heinz and Jason Riggle. Learnability. In Marc van Oostendorp, Colin Ewen, Beth Hume, and Keren Rice, editors, Blackwell Companion to Phonology. Wiley-Blackwell, 2011. [ bib ]
[2] Jeffrey Heinz. Computational Phonology Part I: Foundations. Language and Linguistics Compass, 5(4):140-152, 2011. [ bib | official pub | pdf ]
[1] Jeffrey Heinz. Computational Phonology Part II: Grammars, Learning, and the Future. Language and Linguistics Compass, 5(4):153-168, 2011. [ bib | official pub | pdf ]

2010

[6] Jeffrey Heinz. String Extension Learning. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 897-906, Uppsala, Sweden, July 2010. Association for Computational Linguistics. [ bib | official pub | pdf ]
[5] Jeffrey Heinz and Cesar Koirala. Maximum Likelihood Estimation of Feature-Based Distributions. In Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, pages 28-37, Uppsala, Sweden, July 2010. Association for Computational Linguistics. [ bib | official pub | pdf ]
[4] Jeffrey Heinz and James Rogers. Estimating Strictly Piecewise Distributions. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 886-896, Uppsala, Sweden, July 2010. Association for Computational Linguistics. [ bib | official pub | pdf ]
[3] James Rogers, Jeffrey Heinz, Gil Bailey, Matt Edlefsen, Molly Visscher, David Wellcome, and Sean Wibel. On Languages Piecewise Testable in the Strict Sense. In Christian Ebert, Gerhard Jäger, and Jens Michaelis, editors, The Mathematics of Language, volume 6149 of Lecture Notes in Artifical Intelligence, pages 255-265. Springer, 2010. [ bib | pdf ]
[2] Daniel Blanchard, Jeffrey Heinz, and Roberta Golinkoff. Modeling the Contribution of Phonotactic Cues to the Problem of Word Segmentation. The Journal of Child Language, 37(3):487-511, 2010. Special Computational Issue (Brian MacWhinney, ed.). [ bib | official pub | pdf ]
[1] Jeffrey Heinz. Learning Long-Distance Phonotactics. Linguistic Inquiry, 41(4):623-661, 2010. [ bib | official pub | pdf ]

2009

[2] Jeffrey Heinz. On the role of locality in learning stress patterns. Phonology, 26(2):303-351, 2009. [ bib | official pub | stress database | pdf ]
[1] Jeffrey Heinz, Gregory Kobele, and Jason Riggle. Evaluating the Complexity of Optimality Theory. Linguistic Inquiry, 40(2):277-288, 2009. [ bib | official pub | pdf ]

2008

[2] Daniel Blanchard and Jeffrey Heinz. Improving Word Segmentation by Simultaneously Learning Phonotactics. In Alexander Clark and Kristina Toutanova, editors, Proceedings of the Conference on Natural Language Learning, pages 65-72, 2008. [ bib | official pub | pdf ]
[1] Jeffrey Heinz. Left-to-right and right-to-left iterative languages. In Alexander Clark, François Coste, and Lauren Miclet, editors, Grammatical Inference: Algorithms and Applications, 9th International Colloquium, volume 5278 of Lecture Notes in Computer Science, pages 84-97. Springer, 2008. [ bib | official pub | pdf ]

2007

[2] Jeffrey Heinz. The Inductive Learning of Phonotactic Patterns. PhD thesis, University of California, Los Angeles, 2007. [ bib | webpage with pdf ]
[1] Jeffrey Heinz. Learning Unbounded Stress Systems via Local Inference. In Emily Elfner and Martin Walkow, editors, Proceedings of the 37th Meeting of the Northeast Linguistics Society, 2007. University of Illionois, Urbana-Champaign. [ bib | pdf ]

2006

[2] Jeffrey Heinz. Learning Quantity Insensitive Stress Systems via Local Inference. In Proceedings of the Eighth Meeting of the ACL Special Interest Group on Computational Phonology and Morphology at HLT-NAACL 2006, pages 21-30, New York City, USA, June 2006. Association for Computational Linguistics. [ bib | official pub | pdf ]
[1] Jeffrey Heinz. Learning Phonotactic Grammars from Surface Forms. In Donald Baumer, David Montero, and Michael Scanlon, editors, Proceedings of the 25th West Coast Conference of Formal Linguistics, 2006. University of Washington, Seattle. [ bib | official pub | pdf ]

2005

[3] Jeffrey Heinz. Description and Analysis of Surface Patterns in Kwara'ae. In Working Papers in Phonology, pages 57-92. UCLA Working Papers, 2005. [ bib | official pub | pdf ]
[2] Jeffrey Heinz. Optional Partial Metathesis in Kwara'ae. In Proceedings of AFLA 12, pages 91-102. UCLA Working Papers, 2005. [ bib | official pub | pdf ]
[1] Jeffrey Heinz. Reconsidering Linearity: Evidence from CV Metathesis. In Proceedings of WCCFL 24. Cascillida Press, 2005. [ bib | official pub | pdf ]

2004

[1] Jeffrey Heinz. CV Metathesis in Kwara'ae. Master's thesis, University of California, Los Angeles, 2004. [ bib | pdf ]

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