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2020 – today
- 2024
[j5]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
- [i5]Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli:
Explainable Models via Compression of Tree Ensembles. CoRR abs/2206.07904 (2022)
2010 – 2019
- 2019
- [c13]Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan:
Neural Networks for Relational Data. ILP 2019: 62-71 - [i4]Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan:
Neural Networks for Relational Data. CoRR abs/1909.04723 (2019) - 2014
- [j4]Sriraam Natarajan, Baidya Nath Saha, Saket Joshi, Adam Edwards, Tushar Khot, Elizabeth M. Davenport, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian:
Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain. Int. J. Mach. Learn. Cybern. 5(5): 659-669 (2014) - [i3]Saket Joshi, Roni Khardon:
Probabilistic Relational Planning with First Order Decision Diagrams. CoRR abs/1401.3882 (2014) - 2013
- [c12]Saket Joshi, Roni Khardon, Prasad Tadepalli, Alan Fern, Aswin Raghavan:
Relational Markov Decision Processes: Promise and Prospects. StarAI@AAAI 2013 - [c11]Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli:
Accelerating Imitation Learning in Relational Domains via Transfer by Initialization. ILP 2013: 64-75 - [c10]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 - [i2]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
- [c9]Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon:
Planning in Factored Action Spaces with Symbolic Dynamic Programming. AAAI 2012: 1802-1808 - [c8]Sriraam Natarajan, Saket Joshi, Baidya Nath Saha, Adam Edwards, Tushar Khot, Elizabeth Moody, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian:
A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain. ICMLA (1) 2012: 203-208 - [c7]Saket Joshi, Paul W. Schermerhorn, Roni Khardon, Matthias Scheutz:
Abstract planning for reactive robots. ICRA 2012: 4379-4384 - [c6]Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli:
Accelarating Imitation Learning in Relational Domains via Transfer by Initialization. StarAI@UAI 2012 - 2011
- [j3]Saket Joshi, Kristian Kersting, Roni Khardon:
Decision-theoretic planning with generalized first-order decision diagrams. Artif. Intell. 175(18): 2198-2222 (2011) - [j2]Saket Joshi, Roni Khardon:
Probabilistic Relational Planning with First Order Decision Diagrams. J. Artif. Intell. Res. 41: 231-266 (2011) - [c5]Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik:
Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach. IJCAI 2011: 1414-1420 - [i1]Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. CoRR abs/1111.0068 (2011) - 2010
- [c4]Saket Joshi, Kristian Kersting, Roni Khardon:
Self-Taught Decision Theoretic Planning with First Order Decision Diagrams. ICAPS 2010: 89-96
2000 – 2009
- 2009
- [c3]Saket Joshi, Kristian Kersting, Roni Khardon:
Generalized First Order Decision Diagrams for First Order Markov Decision Processes. IJCAI 2009: 1916-1921 - 2008
- [j1]Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. J. Artif. Intell. Res. 31: 431-472 (2008) - [c2]Saket Joshi, Roni Khardon:
Stochastic Planning with First Order Decision Diagrams. ICAPS 2008: 156-163 - 2007
- [c1]Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. IJCAI 2007: 1095-1100
Coauthor Index
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