selected publications
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academic article
- Polynomial inference of universal automata from membership and equivalence queries. Information and Computation. 246:3-19. 2016
- Four one-shot learners for regular tree languages and their polynomial characterizability. Theoretical computer science. 485:85-106. 2013
- Learning in the limit with lattice-structured hypothesis spaces. Theoretical computer science. 457:111-127. 2012
- Learning Residual Finite-State Automata Using Observation Tables. Electronic Proceedings in Theoretical Computer Science. 31:205-212. 2010
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article
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chapter
- MAT Learning of Universal Automata. Language and Automata Theory and Applications. 141-152. 2013
- Distributional Learning of Simple Context-Free Tree Grammars. Lecture Notes in Computer Science. 398-412. 2011
- Inference of Residual Finite-State Tree Automata from Membership Queries and Finite Positive Data. Developments in Language Theory. 476-477. 2011
- Generalizing over Several Learning Settings. Grammatical Inference: Theoretical Results and Applications. 288-292. 2010
- String Extension Learning Using Lattices. Language and Automata Theory and Applications. 380-391. 2010
- Two Equivalent Regularizations for Tree Adjoining Grammars. Language and Automata Theory and Applications. 469-480. 2009
- A Learning Algorithm for Multi-dimensional Trees, or: Learning Beyond Context-Freeness. Grammatical Inference: Algorithms and Applications. 111-124.
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report