Sandra Zilles

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	All	Since 2015
Citations	1157	680
h-index	18	14
i10-index	33	18

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Co-authors

Robert HolteUniversity of AlbertaVerified email at ualberta.ca
Hans Ulrich SimonRetired Professor, Dept. of Math., Ruhr-University BochumVerified email at rub.de
Levi LelisUniversity of AlbertaVerified email at ualberta.ca
Sanjay JainProfessor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Howard J HamiltonProfessor of Computer Science, University of ReginaVerified email at cs.uregina.ca
David KirkpatrickProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Cristina ManfredottiAgroParisTechVerified email at diku.dk
Ashwani KumarFarm Credit Canada, Data Scientist/ Senior DeveloperVerified email at uregina.ca
Eisa AlanaziAssistant Professor, Umm Al-Qura UniversityVerified email at uqu.edu.sa
Ariel FelnerBen-Gurion UniversityVerified email at bgu.ac.il
Roni SternBen Gurion University of the Negev, Palo Alto Research Center (PARC)Verified email at post.bgu.ac.il
Sadhna PhanseBioinformatician, Unversity of Toronto, University of ReginaVerified email at utoronto.ca
Pavel SemukhinUniversity of OxfordVerified email at semukhin.name
Frank StephanNational University of SingaporeVerified email at comp.nus.edu.sg
Walid HouryProfessor of Biochemistry, University of TorontoVerified email at utoronto.ca
Mehdi SadeqiAdjunct Professor, University of Regina, Department of Computer ScienceVerified email at uregina.ca
Xiaojin ZhuProfessor in Computer Science at University of Wisconsin-MadisonVerified email at cs.wisc.edu
Anna RaffertyAssistant Professor, Carleton CollegeVerified email at carleton.edu
Adish SinglaTenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS), GermanyVerified email at mpi-sws.org
Gaojian FanPh.D. Student, Computing Science, University of AlbertaVerified email at ualberta.ca

Sandra Zilles

Professor, Computer Science, University of Regina

Verified email at cs.uregina.ca

Computational Learning Theory Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Models of cooperative teaching and learning. S Zilles, S Lange, R Holte, M Zinkevich, N Cesa-Bianchi Journal of Machine Learning Research 12 (2), 2011	83	2011
Learning heuristic functions for large state spaces SJ Arfaee, S Zilles, RC Holte Artificial Intelligence 175 (16-17), 2075-2098, 2011	73	2011
An overview of machine teaching X Zhu, A Singla, S Zilles, AN Rafferty arXiv preprint arXiv:1801.05927, 2018	60	2018
Recursive teaching dimension, VC-dimension and sample compression T Doliwa, G Fan, HU Simon, S Zilles The Journal of Machine Learning Research 15 (1), 3107-3131, 2014	59	2014
Learning indexed families of recursive languages from positive data: A survey S Lange, T Zeugmann, S Zilles Theoretical Computer Science 397 (1-3), 194-232, 2008	59	2008
Learning recursive functions: A survey T Zeugmann, S Zilles Theoretical Computer Science 397 (1-3), 4-56, 2008	41	2008
Recursive teaching dimension, learning complexity, and maximum classes T Doliwa, HU Simon, S Zilles International Conference on Algorithmic Learning Theory, 209-223, 2010	31	2010
Predicting the size of IDA* ʼs search tree LHS Lelis, S Zilles, RC Holte Artificial Intelligence 196, 53-76, 2013	30	2013
The computational complexity of avoiding spurious states in state space abstraction S Zilles, RC Holte Artificial Intelligence 174 (14), 1072-1092, 2010	30	2010
Front-to-end bidirectional heuristic search with near-optimal node expansions J Chen, RC Holte, S Zilles, NR Sturtevant arXiv preprint arXiv:1703.03868, 2017	29	2017
Bootstrap learning of heuristic functions S Jabbari Arfaee	29	2010
Preference-based teaching Z Gao, C Ries, HU Simon, S Zilles The Journal of Machine Learning Research 18 (1), 1012-1043, 2017	26	2017
Towards a better understanding of incremental learning S Jain, S Lange, S Zilles International Conference on Algorithmic Learning Theory, 169-183, 2006	23	2006
Formal language identification: query learning vs. Gold-style learning S Lange, S Zilles Information Processing Letters 91 (6), 285-292, 2004	23	2004
Stratified tree search: a novel suboptimal heuristic search algorithm LHS Lelis, S Zilles, RC Holte Proceedings of the 2013 international conference on Autonomous agents and …, 2013	21	2013
Teaching Dimensions based on Cooperative Learning. S Zilles, S Lange, R Holte, M Zinkevich COLT, 135-146, 2008	21	2008
Comparison of query learning and Gold-style learning in dependence of the hypothesis space S Lange, S Zilles International Conference on Algorithmic Learning Theory, 99-113, 2004	19	2004
Sufficient Conditions for Node Expansion in Bidirectional Heuristic Search. J Eckerle, J Chen, NR Sturtevant, S Zilles, RC Holte ICAPS, 79-87, 2017	18	2017
Relations between Gold-style learning and query learning S Lange, S Zilles Information and Computation 203 (2), 211-237, 2005	18	2005
Replacing limit learners with equally powerful one-shot query learners S Lange, S Zilles International Conference on Computational Learning Theory, 155-169, 2004	18	2004

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