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Roni Khardon
2010 – today
- 2013
[i7]Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones: Online Learning with Pairwise Loss Functions. CoRR abs/1301.5332 (2013)- 2012
- [j27]Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones: Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions. Journal of Machine Learning Research - Proceedings Track 23: 13.1-13.22 (2012)
- [c35]Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon: Planning in Factored Action Spaces with Symbolic Dynamic Programming. AAAI 2012
- [c34]Saket Joshi, Paul W. Schermerhorn, Roni Khardon, Matthias Scheutz: Abstract planning for reactive robots. ICRA 2012: 4379-4384
- [c33]Bilal Ahmed, Itza Mendoza-Sanchez, Roni Khardon, Linda M. Abriola, Eric L. Miller: A discriminative-generative approach to the characterization of subsurface contaminant source zones. IGARSS 2012: 614-617
- [c32]Yuyang Wang, Roni Khardon: Sparse Gaussian Processes for Multi-task Learning. ECML/PKDD (1) 2012: 711-727
- [i6]Yuyang Wang, Roni Khardon, Pavlos Protopapas: Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes. CoRR abs/1203.0970 (2012)
- [i5]
- [i4]Yuyang Wang, Roni Khardon: Nonparametric Bayesian Mixed-effect Model: a Sparse Gaussian Process Approach. CoRR abs/1211.6653 (2012)
- 2011
- [j26]Saket Joshi, Kristian Kersting, Roni Khardon: Decision-theoretic planning with generalized first-order decision diagrams. Artif. Intell. 175(18): 2198-2222 (2011)
- [j25]Saket Joshi, Roni Khardon: Probabilistic Relational Planning with First Order Decision Diagrams. J. Artif. Intell. Res. (JAIR) 41: 231-266 (2011)
- [j24]Alan Fern, Roni Khardon, Prasad Tadepalli: The first learning track of the international planning competition. Machine Learning 84(1-2): 81-107 (2011)
- [i3]Roni Khardon, Dan Roth, Rocco A. Servedio: Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms. CoRR abs/1109.2141 (2011)
- [i2]Chenggang Wang, Saket Joshi, Roni Khardon: First Order Decision Diagrams for Relational MDPs. CoRR abs/1111.0068 (2011)
- [i1]Yuyang Wang, Roni Khardon, Pavlos Protopapas: Nonparametric Bayesian Estimation of Periodic Functions. CoRR abs/1111.1315 (2011)
- 2010
- [c31]Roni Khardon: Stochastic Planning and Lifted Inference. Statistical Relational Artificial Intelligence 2010
- [c30]
- [c29]Saket Joshi, Kristian Kersting, Roni Khardon: Self-Taught Decision Theoretic Planning with First Order Decision Diagrams. ICAPS 2010: 89-96
- [c28]Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl: Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface. KDD 2010: 823-832
- [c27]Yuyang Wang, Roni Khardon, Pavlos Protopapas: Shift-Invariant Grouped Multi-task Learning for Gaussian Processes. ECML/PKDD (3) 2010: 418-434
2000 – 2009
- 2009
- [c26]Saket Joshi, Kristian Kersting, Roni Khardon: Generalized First Order Decision Diagrams for First Order Markov Decision Processes. IJCAI 2009: 1916-1921
- [c25]Gabriel Wachman, Roni Khardon, Pavlos Protopapas, Charles R. Alcock: Kernels for Periodic Time Series Arising in Astronomy. ECML/PKDD (2) 2009: 489-505
- 2008
- [j23]Chenggang Wang, Saket Joshi, Roni Khardon: First Order Decision Diagrams for Relational MDPs. J. Artif. Intell. Res. (JAIR) 31: 431-472 (2008)
- [c24]Saket Joshi, Roni Khardon: Stochastic Planning with First Order Decision Diagrams. ICAPS 2008: 156-163
- 2007
- [j22]Roni Khardon, Gabriel Wachman: Noise Tolerant Variants of the Perceptron Algorithm. Journal of Machine Learning Research 8: 227-248 (2007)
- [j21]Marta Arias, Roni Khardon, Jérôme Maloberti: Learning Horn Expressions with LOGAN-H. Journal of Machine Learning Research 8: 549-587 (2007)
- [c23]Gabriel Wachman, Roni Khardon: Learning from interpretations: a rooted kernel for ordered hypergraphs. ICML 2007: 943-950
- [c22]Gemma C. Garriga, Roni Khardon, Luc De Raedt: On Mining Closed Sets in Multi-Relational Data. IJCAI 2007: 804-809
- [c21]Chenggang Wang, Saket Joshi, Roni Khardon: First Order Decision Diagrams for Relational MDPs. IJCAI 2007: 1095-1100
- [c20]
- 2006
- [j20]Marta Arias, Aaron Feigelson, Roni Khardon, Rocco A. Servedio: Polynomial certificates for propositional classes. Inf. Comput. 204(5): 816-834 (2006)
- [j19]Roni Khardon, Marta Arias: The subsumption lattice and query learning. J. Comput. Syst. Sci. 72(1): 72-94 (2006)
- [j18]Marta Arias, Roni Khardon: Complexity parameters for first order classes. Machine Learning 64(1-3): 121-144 (2006)
- 2005
- [j17]Roni Khardon, Dan Roth, Rocco A. Servedio: Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms. J. Artif. Intell. Res. (JAIR) 24: 341-356 (2005)
- [j16]Roni Khardon, Rocco A. Servedio: Maximum Margin Algorithms with Boolean Kernels. Journal of Machine Learning Research 6: 1405-1429 (2005)
- 2004
- [j15]
- [c19]
- [c18]
- 2003
- [j14]Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Sanjeev Saluja, Hannu Toivonen, Ram Sewak Sharm: Discovering all most specific sentences. ACM Trans. Database Syst. 28(2): 140-174 (2003)
- [c17]
- [c16]Marta Arias, Roni Khardon, Rocco A. Servedio: Polynomial Certificates for Propositional Classes. COLT 2003: 537-551
- [c15]
- 2002
- [j13]
- 2001
- [c14]
- [c13]Roni Khardon, Dan Roth, Rocco A. Servedio: Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms. NIPS 2001: 423-430
- [e1]Naoki Abe, Roni Khardon, Thomas Zeugmann (Eds.): Algorithmic Learning Theory, 12th International Conference, ALT 2001, Washington, DC, USA, November 25-28, 2001, Proceedings. Lecture Notes in Computer Science 2225, Springer 2001, ISBN 3-540-42875-5
- 2000
- [c12]
- [c11]Marta Arias, Roni Khardon: A New Algorithm for Learning Range Restricted Horn Expressions. ILP 2000: 21-39
1990 – 1999
- 1999
- [j12]Roni Khardon, Heikki Mannila, Dan Roth: Reasoning with Examples: Propositional Formulae and Database Dependencies. Acta Inf. 36(4): 267-286 (1999)
- [j11]Roni Khardon: Learning Action Strategies for Planning Domains. Artif. Intell. 113(1-2): 125-148 (1999)
- [j10]
- [j9]Roni Khardon, Dan Roth: Learning to Reason with a Restricted View. Machine Learning 35(2): 95-116 (1999)
- [j8]
- [c10]
- [c9]Roni Khardon, Dan Roth, Leslie G. Valiant: Relational Learning for NLP using Linear Threshold Elements. IJCAI 1999: 911-919
- 1998
- [j7]Howard Aizenstein, Avrim Blum, Roni Khardon, Eyal Kushilevitz, Leonard Pitt, Dan Roth: On Learning Read-k-Satisfy-j DNF. SIAM J. Comput. 27(6): 1515-1530 (1998)
- [c8]
- 1997
- [j6]Roni Khardon, Dan Roth: Defaults and Relevance in Model-Based Reasoning. Artif. Intell. 97(1-2): 169-193 (1997)
- [j5]
- [c7]Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Hannu Toivonen: Data mining, Hypergraph Transversals, and Machine Learning. PODS 1997: 209-216
- 1996
- [j4]
- [j3]Roni Khardon, Shlomit S. Pinter: Partitioning and Scheduling to Counteract Overhead. Parallel Computing 22(4): 555-593 (1996)
- [c6]
- 1995
- [j2]Roni Khardon: Translating between Horn Representations and their Characteristic Models. J. Artif. Intell. Res. (JAIR) 3: 349-372 (1995)
- [c5]
- [c4]
- 1994
- [j1]Roni Khardon: On Using the Fourier Transform to Learn Disjoint DNF. Inf. Process. Lett. 49(5): 219-222 (1994)
- [c3]
- [c2]
- [c1]Avrim Blum, Roni Khardon, Eyal Kushilevitz, Leonard Pitt, Dan Roth: On Learning Read-k-Satisfy-j DNF. COLT 1994: 110-117
Coauthor Index
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last updated on 2013-02-02 19:52 CET by the dblp team