Concepedia

Sriraam Natarajan

SN

52

Publications

2.2K

Citations

26

H-Index

1998

Active since

Affiliations

University of Wisconsin–Madison(Current)

Indiana University Bloomington

Oregon State University

TU Dortmund University

Wake Forest University

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

Top concepts

EngineeringMachine LearningData ScienceKnowledge DiscoveryComputer ScienceData MiningArtificial IntelligenceStatistical Relational LearningNatural Language ProcessingStatistics

Publications per year

1998–2025

52

Publications

52

Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

Luc De Raedt, Kristian Kersting, Sriraam Natarajan et al. · Synthesis lectures on artificial intelligence and machine learning · 2016 · 174 citations

Counting Belief Propagation

Kristian Kersting, Babak Ahmadi, Sriraam Natarajan · arXiv (Cornell University) · 2012 · 149 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Combining content-based and collaborative filtering for job recommendation system: A cost-sensitive Statistical Relational Learning approach

Shuo Yang, Mohammed Korayem, Khalifeh AlJadda et al. · Knowledge-Based Systems · 2017 · 139 citations

Group Recommenders, Engineering, Information Retrieval +10

Dynamic preferences in multi-criteria reinforcement learning

Sriraam Natarajan, Prasad Tadepalli · 2005 · 133 citations

Mathematical Programming, Engineering, Machine Learning +15

Gradient-based boosting for statistical relational learning: The relational dependency network case

Sriraam Natarajan, Tushar Khot, Kristian Kersting et al. · Machine Learning · 2011 · 123 citations · Full text

Natural Language Processing, Engineering, Machine Learning +10

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