Saket Joshi

According to our database1, Saket Joshi authored at least 17 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Explainable models via compression of tree ensembles.
Mach. Learn., 2024

2019
Neural Networks for Relational Data.
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.
Int. J. Mach. Learn. Cybern., 2014

2013
Solving Relational MDPs with Exogenous Events and Additive Rewards.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Accelerating Imitation Learning in Relational Domains via Transfer by Initialization.
Proceedings of the Inductive Logic Programming - 23rd International Conference, 2013

Relational Markov Decision Processes: Promise and Prospects.
Proceedings of the Statistical Relational Artificial Intelligence, 2013

2012
Accelarating Imitation Learning in Relational Domains via Transfer by Initialization.
Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012

Abstract planning for reactive robots.
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.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Planning in Factored Action Spaces with Symbolic Dynamic Programming.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Probabilistic Relational Planning with First Order Decision Diagrams.
J. Artif. Intell. Res., 2011

Decision-theoretic planning with generalized first-order decision diagrams.
Artif. Intell., 2011

Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach.
Proceedings of the IJCAI 2011, 2011

2010
Self-Taught Decision Theoretic Planning with First Order Decision Diagrams.
Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010

2009
Generalized First Order Decision Diagrams for First Order Markov Decision Processes.
Proceedings of the IJCAI 2009, 2009

2008
First Order Decision Diagrams for Relational MDPs.
J. Artif. Intell. Res., 2008

Stochastic Planning with First Order Decision Diagrams.
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008


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