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Publication search results
found 27 matches
- 2024
- Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli:
Explainable models via compression of tree ensembles. Mach. Learn. 113(3): 1303-1328 (2024) - Tamoghna Chattopadhyay, Neha Ann Joshy, Saket Ozarkar, Ketaki Buwa, Yixue Feng, Emily Laltoo, Sophia I. Thomopoulos, Julio Villalon, Himanshu Joshi, Ganesan Venkatasubramanian, John P. John, Paul M. Thompson:
Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts. EMBC 2024: 1-7 - Yiyun Zhao, Prateek Singh, Hanoz Bhathena, Bernardo Ramos, Aviral Joshi, Swaroop Gadiyaram, Saket Sharma:
Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain. NAACL (Industry Track) 2024: 279-294 - 2023
- Saket Sharma, Aviral Joshi, Yiyun Zhao, Namrata Mukhija, Hanoz Bhathena, Prateek Singh, Sashank Santhanam:
When and how to paraphrase for named entity recognition? ACL (1) 2023: 7052-7087 - 2022
- Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli:
Explainable Models via Compression of Tree Ensembles. CoRR abs/2206.07904 (2022) - 2019
- Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan:
Neural Networks for Relational Data. ILP 2019: 62-71 - Saket Dattatray Joshi, Sridhar Chimalakonda:
RapidRelease: a dataset of projects and issues on github with rapid releases. MSR 2019: 587-591 - Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan:
Neural Networks for Relational Data. CoRR abs/1909.04723 (2019) - 2014
- 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) - Saket Joshi, Roni Khardon:
Probabilistic Relational Planning with First Order Decision Diagrams. CoRR abs/1401.3882 (2014) - 2013
- Saket Joshi, Roni Khardon, Prasad Tadepalli, Alan Fern, Aswin Raghavan:
Relational Markov Decision Processes: Promise and Prospects. StarAI@AAAI 2013 - 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 - 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 - 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
- Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon:
Planning in Factored Action Spaces with Symbolic Dynamic Programming. AAAI 2012: 1802-1808 - 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 - Saket Joshi, Paul W. Schermerhorn, Roni Khardon, Matthias Scheutz:
Abstract planning for reactive robots. ICRA 2012: 4379-4384 - 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
- Saket Joshi, Kristian Kersting, Roni Khardon:
Decision-theoretic planning with generalized first-order decision diagrams. Artif. Intell. 175(18): 2198-2222 (2011) - Saket Joshi, Roni Khardon:
Probabilistic Relational Planning with First Order Decision Diagrams. J. Artif. Intell. Res. 41: 231-266 (2011) - 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 - Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. CoRR abs/1111.0068 (2011) - 2010
- Saket Joshi, Kristian Kersting, Roni Khardon:
Self-Taught Decision Theoretic Planning with First Order Decision Diagrams. ICAPS 2010: 89-96 - 2009
- Saket Joshi, Kristian Kersting, Roni Khardon:
Generalized First Order Decision Diagrams for First Order Markov Decision Processes. IJCAI 2009: 1916-1921 - 2008
- Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. J. Artif. Intell. Res. 31: 431-472 (2008) - Saket Joshi, Roni Khardon:
Stochastic Planning with First Order Decision Diagrams. ICAPS 2008: 156-163 - 2007
- Chenggang Wang, Saket Joshi, Roni Khardon:
First Order Decision Diagrams for Relational MDPs. IJCAI 2007: 1095-1100
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