Saket Joshi

According to our database, Saket Joshi authored at least 17 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explainable models via compression of tree ensembles.

Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli

Mach. Learn., 2024

2019

Neural Networks for Relational Data.

Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan

Proceedings of the Inductive Logic Programming - 29th International Conference, 2019

2014

Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain.

Sriraam Natarajan, Baidya Nath Saha, Saket Joshi, Adam Edwards, Tushar Khot, Elizabeth M. Davenport, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian

Int. J. Mach. Learn. Cybern., 2014

2013

Solving Relational MDPs with Exogenous Events and Additive Rewards.

Saket Joshi, Roni Khardon, Prasad Tadepalli, Aswin Raghavan, Alan Fern

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Accelerating Imitation Learning in Relational Domains via Transfer by Initialization.

Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli

Proceedings of the Inductive Logic Programming - 23rd International Conference, 2013

Relational Markov Decision Processes: Promise and Prospects.

Saket Joshi, Roni Khardon, Prasad Tadepalli, Alan Fern, Aswin Raghavan

Proceedings of the Statistical Relational Artificial Intelligence, 2013

2012

Accelarating Imitation Learning in Relational Domains via Transfer by Initialization.

Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli

Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012

Abstract planning for reactive robots.

Saket Joshi, Paul W. Schermerhorn, Roni Khardon, Matthias Scheutz

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain.

Sriraam Natarajan, Saket Joshi, Baidya Nath Saha, Adam Edwards, Tushar Khot, Elizabeth Moody, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Planning in Factored Action Spaces with Symbolic Dynamic Programming.

Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Probabilistic Relational Planning with First Order Decision Diagrams.

Saket Joshi, Roni Khardon

J. Artif. Intell. Res., 2011

Decision-theoretic planning with generalized first-order decision diagrams.

Saket Joshi, Kristian Kersting, Roni Khardon

Artif. Intell., 2011

Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach.

Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik

Proceedings of the IJCAI 2011, 2011

2010

Self-Taught Decision Theoretic Planning with First Order Decision Diagrams.

Saket Joshi, Kristian Kersting, Roni Khardon

Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010

2009

Generalized First Order Decision Diagrams for First Order Markov Decision Processes.

Saket Joshi, Kristian Kersting, Roni Khardon

Proceedings of the IJCAI 2009, 2009

2008

First Order Decision Diagrams for Relational MDPs.

Chenggang Wang, Saket Joshi, Roni Khardon

J. Artif. Intell. Res., 2008

Stochastic Planning with First Order Decision Diagrams.

Saket Joshi, Roni Khardon

Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008