Sriraam Natarajan - Concepedia

Author

Sriraam Natarajan

University of Wisconsin–Madison ORCID

Also Known As

Kersting, Kristian, Natarajan, S., Natarajan, Sriraam, S Natarajan, S. Natarajan, Sriraam Natarajan, Yuxiang Wang

227

Publications

2.8K

Citations

H-Index

111

Concepts

All Affiliations

University of Wisconsin–Madison Indiana University Bloomington Oregon State University TU Dortmund University Wake Forest University

About

Sriraam Natarajan is an author at University of Wisconsin–Madison specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	23	38	1.6K
2	Medicine	6	6	113
3	Business	4	4	333
4	Health Sciences	1	1	80
5	Management	1	1	11

Sriraam Natarajan

Publications

2.2K

Citations

H-Index

Page 1

	Year	Citations
Statistical Relational Artificial Intelligence: Logic, Probability, and Computation Luc De Raedt, Kristian Kersting, Sriraam Natarajan, Synthesis lectures on artificial intelligence and machine learning	2016	174
Counting Belief Propagation Kristian Kersting, Babak Ahmadi, Sriraam Natarajan arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningCounting BpModified Bp Algorithm	2012	149
Combining content-based and collaborative filtering for job recommendation system: A cost-sensitive Statistical Relational Learning approach Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Knowledge-Based Systems Group RecommendersEngineeringInformation RetrievalMachine LearningData Mining	2017	139
Dynamic preferences in multi-criteria reinforcement learning Sriraam Natarajan, Prasad Tadepalli Mathematical ProgrammingEngineeringMachine LearningStochastic GameGame Theory	2005	133
Gradient-based boosting for statistical relational learning: The relational dependency network case Sriraam Natarajan, Tushar Khot, Kristian Kersting, Machine Learning Natural Language ProcessingEngineeringMachine LearningData ScienceData Mining	2011	123
Learning Markov Logic Networks via Functional Gradient Boosting Tushar Khot, Sriraam Natarajan, Kristian Kersting, Artificial IntelligenceNatural Language ProcessingMarkov Logic NetworksStructured PredictionEngineering	2011	87
Transfer in variable-reward hierarchical reinforcement learning Neville Mehta, Sriraam Natarajan, Prasad Tadepalli, Machine Learning Artificial IntelligenceSequential Decision MakingCognitive ScienceExploration V Exploitation	2008	87
Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records Jeremy C. Weiss, Sriraam Natarajan, Peggy Peissig, AI Magazine EngineeringMachine LearningStatistical Relational LearningNatural Language ProcessingBiomedical Artificial Intelligence	2012	80
Multi-Agent Inverse Reinforcement Learning Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah, Artificial IntelligenceReward FunctionInverse Reinforcement LearningEngineeringMachine Learning	2010	79
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Proceedings of the AAAI Conference on Artificial Intelligence Structured PredictionEngineeringMachine LearningMixed Sum-product NetworksMixed Spns	2018	78

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