An overview of machine teaching X Zhu, A Singla, S Zilles, AN Rafferty arXiv preprint arXiv:1801.05927, 2018 | 195 | 2018 |
Learning heuristic functions for large state spaces SJ Arfaee, S Zilles, RC Holte Artificial Intelligence 175 (16-17), 2075-2098, 2011 | 129 | 2011 |
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 | 119 | 2011 |
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 | 78 | 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 | 67 | 2008 |
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 | 59 | 2017 |
Learning recursive functions: A survey T Zeugmann, S Zilles Theoretical Computer Science 397 (1-3), 4-56, 2008 | 54 | 2008 |
Preference-based teaching Z Gao, C Ries, HU Simon Journal of Machine Learning Research 18 (31), 1-32, 2017 | 48 | 2017 |
Bootstrap learning of heuristic functions SJ Arfaee, S Zilles, R Holte Proceedings of the International Symposium on Combinatorial Search 1 (1), 52-60, 2010 | 46 | 2010 |
Sufficient conditions for node expansion in bidirectional heuristic search J Eckerle, J Chen, N Sturtevant, S Zilles, R Holte Proceedings of the International Conference on Automated Planning and …, 2017 | 36 | 2017 |
Recursive teaching dimension, learning complexity, and maximum classes T Doliwa, HU Simon, S Zilles International Conference on Algorithmic Learning Theory, 209-223, 2010 | 36 | 2010 |
Predicting the size of IDA* ʼs search tree LHS Lelis, S Zilles, RC Holte Artificial Intelligence 196, 53-76, 2013 | 32 | 2013 |
The computational complexity of avoiding spurious states in state space abstraction S Zilles, RC Holte Artificial Intelligence 174 (14), 1072-1092, 2010 | 28 | 2010 |
Teaching Dimensions based on Cooperative Learning. S Zilles, S Lange, R Holte, M Zinkevich COLT, 135-146, 2008 | 27 | 2008 |
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 | 25 | 2013 |
Formal language identification: Query learning vs. Gold-style learning S Lange, S Zilles Information Processing Letters 91 (6), 285-292, 2004 | 25 | 2004 |
Towards a better understanding of incremental learning S Jain, S Lange, S Zilles Algorithmic Learning Theory: 17th International Conference, ALT 2006 …, 2006 | 24 | 2006 |
The Complexity of Learning Acyclic CP-Nets. E Alanazi, M Mouhoub, S Zilles IJCAI, 1361-1367, 2016 | 22 | 2016 |
Replacing limit learners with equally powerful one-shot query learners S Lange, S Zilles International Conference on Computational Learning Theory, 155-169, 2004 | 20 | 2004 |
Comparison of query learning and Gold-style learning in dependence of the hypothesis space S Lange, S Zilles Algorithmic Learning Theory: 15th International Conference, ALT 2004, Padova …, 2004 | 20 | 2004 |