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Roni Khardon
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Publications
- 2024
- [j30]Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli:
Explainable models via compression of tree ensembles. Mach. Learn. 113(3): 1303-1328 (2024) - 2022
- [i15]Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli:
Explainable Models via Compression of Tree Ensembles. CoRR abs/2206.07904 (2022) - 2019
- [c53]Hao Cui, Thomas Keller, Roni Khardon:
Stochastic Planning with Lifted Symbolic Trajectory Optimization. ICAPS 2019: 119-127 - [c52]Hao Cui, Roni Khardon:
Sampling Networks and Aggregate Simulation for Online POMDP Planning. NeurIPS 2019: 9218-9228 - 2018
- [j29]Bruno Bouchard, Kevin Bouchard, Noam Brown, Niyati Chhaya, Eitan Farchi, Sébastien Gaboury, Christopher W. Geib, Amelie Gyrard, Kokil Jaidka, Sarah Keren, Roni Khardon, Parisa Kordjamshidi, David R. Martinez, Nicholas Mattei, Martin Michalowski, Reuth Mirsky, Joseph C. Osborn, Cem Sahin, Onn Shehory, Arash Shaban-Nejad, Amit P. Sheth, Ilan Shimshoni, Howard E. Shrobe, Arunesh Sinha, Atanu R. Sinha, Biplav Srivastava, William W. Streilein, Georgios Theocharous, Kristen Brent Venable, Neal Wagner, Anna Zamansky:
Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence. AI Mag. 39(4): 45-56 (2018) - [c51]Hao Cui, Roni Khardon:
Lifted Stochastic Planning, Belief Propagation and Marginal MAP. AAAI Workshops 2018: 658-664 - [c50]Hao Cui, Radu Marinescu, Roni Khardon:
From Stochastic Planning to Marginal MAP. NeurIPS 2018: 3085-3095 - 2017
- [c49]Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern:
Hindsight Optimization for Hybrid State and Action MDPs. AAAI 2017: 3790-3796 - [i12]Roni Khardon, Scott Sanner:
Stochastic Planning and Lifted Inference. CoRR abs/1701.01048 (2017) - 2016
- [c46]Hao Cui, Roni Khardon:
Online Symbolic Gradient-Based Optimization for Factored Action MDPs. IJCAI 2016: 3075-3081 - 2015
- [c45]Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli:
Factored MCTS for Large Scale Stochastic Planning. AAAI 2015: 3261-3267 - [c44]Murugeswari Issakkimuthu, Alan Fern, Roni Khardon, Prasad Tadepalli, Shan Xue:
Hindsight Optimization for Probabilistic Planning with Factored Actions. ICAPS 2015: 120-128 - [c42]Aswin Raghavan, Roni Khardon, Prasad Tadepalli, Alan Fern:
Memory-Effcient Symbolic Online Planning for Factored MDPs. UAI 2015: 732-741 - 2014
- [i11]Saket Joshi, Roni Khardon:
Probabilistic Relational Planning with First Order Decision Diagrams. CoRR abs/1401.3882 (2014) - 2013
- [j27]Gemma C. Garriga, Roni Khardon, Luc De Raedt:
Mining closed patterns in relational, graph and network data. Ann. Math. Artif. Intell. 69(4): 315-342 (2013) - [c40]Saket Joshi, Roni Khardon, Prasad Tadepalli, Alan Fern, Aswin Raghavan:
Relational Markov Decision Processes: Promise and Prospects. StarAI@AAAI 2013 - [c39]Aswin Raghavan, Roni Khardon, Alan Fern, Prasad Tadepalli:
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs. NIPS 2013: 2499-2507 - [c38]Saket Joshi, Roni Khardon, Prasad Tadepalli, Aswin Raghavan, Alan Fern:
Solving Relational MDPs with Exogenous Events and Additive Rewards. ECML/PKDD (1) 2013: 178-193 - [i8]Saket Joshi, Roni Khardon, Prasad Tadepalli, Aswin Raghavan, Alan Fern:
Solving Relational MDPs with Exogenous Events and Additive Rewards. CoRR abs/1306.6302 (2013) - 2012
- [c37]Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon:
Planning in Factored Action Spaces with Symbolic Dynamic Programming. AAAI 2012: 1802-1808 - [c36]Saket Joshi, Paul W. Schermerhorn, Roni Khardon, Matthias Scheutz:
Abstract planning for reactive robots. ICRA 2012: 4379-4384 - [i6]Chenggang Wang, Roni Khardon:
Policy Iteration for Relational MDPs. CoRR abs/1206.5287 (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. 41: 231-266 (2011) - [j24]Alan Fern, Roni Khardon, Prasad Tadepalli:
The first learning track of the international planning competition. Mach. Learn. 84(1-2): 81-107 (2011) - [i4]Roni Khardon, Dan Roth, Rocco A. Servedio:
Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms. CoRR abs/1109.2141 (2011) - [i3]Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. CoRR abs/1111.0068 (2011) - 2010
- [c30]Chenggang Wang, Roni Khardon:
Relational Partially Observable MDPs. AAAI 2010: 1153-1158 - [c29]Saket Joshi, Kristian Kersting, Roni Khardon:
Self-Taught Decision Theoretic Planning with First Order Decision Diagrams. ICAPS 2010: 89-96 - 2009
- [c26]Saket Joshi, Kristian Kersting, Roni Khardon:
Generalized First Order Decision Diagrams for First Order Markov Decision Processes. IJCAI 2009: 1916-1921 - 2008
- [j23]Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. J. Artif. Intell. Res. 31: 431-472 (2008) - [c24]Saket Joshi, Roni Khardon:
Stochastic Planning with First Order Decision Diagrams. ICAPS 2008: 156-163 - 2007
- [j21]Marta Arias, Roni Khardon, Jérôme Maloberti:
Learning Horn Expressions with LOGAN-H. J. Mach. Learn. Res. 8: 549-587 (2007) - [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]Chenggang Wang, Roni Khardon:
Policy Iteration for Relational MDPs. UAI 2007: 408-415 - 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. Mach. Learn. 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. 24: 341-356 (2005) - [j16]Roni Khardon, Rocco A. Servedio:
Maximum Margin Algorithms with Boolean Kernels. J. Mach. Learn. Res. 6: 1405-1429 (2005) - 2004
- [c19]Marta Arias, Roni Khardon:
The Subsumption Lattice and Query Learning. ALT 2004: 410-424 - [c18]Marta Arias, Roni Khardon:
Bottom-Up ILP Using Large Refinement Steps. ILP 2004: 26-43 - 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]Roni Khardon, Rocco A. Servedio:
Maximum Margin Algorithms with Boolean Kernels. COLT 2003: 87-101 - [c16]Marta Arias, Roni Khardon, Rocco A. Servedio:
Polynomial Certificates for Propositional Classes. COLT 2003: 537-551 - [c15]Marta Arias, Roni Khardon:
Complexity Parameters for First-Order Classes. ILP 2003: 22-37 - 2002
- [j13]Marta Arias, Roni Khardon:
Learning Closed Horn Expressions. Inf. Comput. 178(1): 214-240 (2002) - 2001
- [c13]Roni Khardon, Dan Roth, Rocco A. Servedio:
Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms. NIPS 2001: 423-430 - 2000
- [c11]Marta Arias, Roni Khardon:
A New Algorithm for Learning Range Restricted Horn Expressions. ILP 2000: 21-39 - 1999
- [j12]Roni Khardon, Heikki Mannila, Dan Roth:
Reasoning with Examples: Propositional Formulae and Database Dependencies. Acta Informatica 36(4): 267-286 (1999) - [j9]Roni Khardon, Dan Roth:
Learning to Reason with a Restricted View. Mach. Learn. 35(2): 95-116 (1999) - [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) - 1997
- [j6]Roni Khardon, Dan Roth:
Defaults and Relevance in Model-Based Reasoning. Artif. Intell. 97(1-2): 169-193 (1997) - [j5]Roni Khardon, Dan Roth:
Learning to reason. J. ACM 44(5): 697-725 (1997) - [c7]Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Hannu Toivonen:
Data mining, Hypergraph Transversals, and Machine Learning. PODS 1997: 209-216 - 1996
- [j4]Roni Khardon, Dan Roth:
Reasoning with Models. Artif. Intell. 87(1-2): 187-213 (1996) - [j3]Roni Khardon, Shlomit S. Pinter:
Partitioning and Scheduling to Counteract Overhead. Parallel Comput. 22(4): 555-593 (1996) - 1995
- [c5]Roni Khardon, Dan Roth:
Learning to Reason with a Restricted View. COLT 1995: 301-310 - [c4]Roni Khardon, Dan Roth:
Default-Reasoning with Models. IJCAI 1995: 319-327 - 1994
- [c3]Roni Khardon, Dan Roth:
Learning to Reason. AAAI 1994: 682-687 - [c2]Roni Khardon, Dan Roth:
Reasoning with Models. AAAI 1994: 1148-1153 - [c1]Avrim Blum, Roni Khardon, Eyal Kushilevitz, Leonard Pitt, Dan Roth:
On Learning Read-k-Satisfy-j DNF. COLT 1994: 110-117
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last updated on 2024-05-03 19:58 CEST by the dblp team
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