Sandra Zilles
Sandra Zilles
Professor, Computer Science, University of Regina
Verified email at cs.uregina.ca
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
792011
Learning heuristic functions for large state spaces
SJ Arfaee, S Zilles, RC Holte
Artificial Intelligence 175 (16-17), 2075-2098, 2011
722011
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
572008
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
562014
An overview of machine teaching
X Zhu, A Singla, S Zilles, AN Rafferty
arXiv preprint arXiv:1801.05927, 2018
532018
Learning recursive functions: A survey
T Zeugmann, S Zilles
Theoretical Computer Science 397 (1-3), 4-56, 2008
412008
Recursive teaching dimension, learning complexity, and maximum classes
T Doliwa, HU Simon, S Zilles
International Conference on Algorithmic Learning Theory, 209-223, 2010
312010
Predicting the size of IDA* ʼs search tree
LHS Lelis, S Zilles, RC Holte
Artificial Intelligence 196, 53-76, 2013
302013
The computational complexity of avoiding spurious states in state space abstraction
S Zilles, RC Holte
Artificial Intelligence 174 (14), 1072-1092, 2010
302010
Bootstrap learning of heuristic functions
S Jabbari Arfaee
292010
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
272017
Towards a better understanding of incremental learning
S Jain, S Lange, S Zilles
International Conference on Algorithmic Learning Theory, 169-183, 2006
232006
Formal language identification: query learning vs. Gold-style learning
S Lange, S Zilles
Information Processing Letters 91 (6), 285-292, 2004
232004
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
212013
Preference-based teaching
Z Gao, C Ries, HU Simon, S Zilles
The Journal of Machine Learning Research 18 (1), 1012-1043, 2017
202017
Teaching Dimensions based on Cooperative Learning.
S Zilles, S Lange, R Holte, M Zinkevich
COLT, 135-146, 2008
192008
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
192004
Relations between Gold-style learning and query learning
S Lange, S Zilles
Information and Computation 203 (2), 211-237, 2005
182005
Replacing limit learners with equally powerful one-shot query learners
S Lange, S Zilles
International Conference on Computational Learning Theory, 155-169, 2004
182004
Sufficient Conditions for Node Expansion in Bidirectional Heuristic Search.
J Eckerle, J Chen, NR Sturtevant, S Zilles, RC Holte
ICAPS, 79-87, 2017
162017
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