Data mining, hypergraph transversals, and machine learning D Gunopulos, H Mannila, R Khardon, H Toivonen Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on …, 1997 | 321 | 1997 |
Discovering all most specific sentences D Gunopulos, R Khardon, H Mannila, S Saluja, H Toivonen, RS Sharma ACM Transactions on Database Systems (TODS) 28 (2), 140-174, 2003 | 281 | 2003 |
Learning action strategies for planning domains R Khardon Artificial Intelligence 113 (1-2), 125-148, 1999 | 186 | 1999 |
Learning to reason R Khardon, D Roth Journal of the ACM (JACM) 44 (5), 697-725, 1997 | 141 | 1997 |
Noise Tolerant Variants of the Perceptron Algorithm. R Khardon, G Wachman Journal of Machine Learning Research 8 (2), 2007 | 133 | 2007 |
Reasoning with models R Khardon, D Roth Artificial Intelligence 87 (1-2), 187-213, 1996 | 129 | 1996 |
First order decision diagrams for relational MDPs C Wang, S Joshi, R Khardon Journal of Artificial Intelligence Research 31, 431-472, 2008 | 110 | 2008 |
Quasi-stellar object selection algorithm using time variability and machine learning: Selection of 1620 quasi-stellar object candidates from MACHO Large Magellanic Cloud database DW Kim, P Protopapas, YI Byun, C Alcock, R Khardon, M Trichas The Astrophysical Journal 735 (2), 68, 2011 | 109 | 2011 |
Learning to take actions R Khardon Machine Learning 35, 57-90, 1999 | 106 | 1999 |
Translating between Horn representations and their characteristic models R Khardon Journal of Artificial Intelligence Research 3, 349-372, 1995 | 91 | 1995 |
Generalization bounds for online learning algorithms with pairwise loss functions Y Wang, R Khardon, D Pechyony, R Jones Conference on Learning Theory, 13.1-13.22, 2012 | 66 | 2012 |
Learning function-free Horn expressions R Khardon Machine Learning 37, 241-275, 1999 | 66 | 1999 |
The first learning track of the international planning competition A Fern, R Khardon, P Tadepalli Machine Learning 84, 81-107, 2011 | 52 | 2011 |
Kernels for periodic time series arising in astronomy G Wachman, R Khardon, P Protopapas, CR Alcock Machine Learning and Knowledge Discovery in Databases: European Conference …, 2009 | 52 | 2009 |
Efficiency versus convergence of Boolean kernels for on-line learning algorithms R Khardon, D Roth, RA Servedio Advances in Neural Information Processing Systems 14, 2001 | 50 | 2001 |
Nonparametric Bayesian estimation of periodic light curves Y Wang, R Khardon, P Protopapas The Astrophysical Journal 756 (1), 67, 2012 | 45 | 2012 |
Learning to reason with a restricted view R Khardon, D Roth Machine Learning 35 (2), 95-116, 1999 | 43* | 1999 |
A refined QSO selection method using diagnostics tests: 663 QSO candidates in the Large Magellanic Cloud DW Kim, P Protopapas, M Trichas, M Rowan-Robinson, R Khardon, ... The Astrophysical Journal 747 (2), 107, 2012 | 42 | 2012 |
Reasoning with examples: Propositional formulae and database dependencies R Khardon, H Mannila, D Roth Acta Informatica 36, 267-286, 1999 | 42 | 1999 |
Reasoning with models R Khardon, D Roth AAAI 94, 1148-1153, 1994 | 42 | 1994 |