Natarajan, Sriraam

 

Sriraam Natarajan is a Professor of Computer Science and the head of the StARLinG (Statistical Artificial Intelligence and Relational Learning Group) Lab. His research interests are in the fields of Artificial Intelligence and Machine Learning as they apply to healthcare problems. They include:

  • Relational Learning
  • Reinforcement Learning
  • Graphic Models
  • Planning
  • Statistical Relational AI
  • Health Informatics/Precision Health

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Recent Submissions

  • Planning with Actively Eliciting Preferences 

    Das, Mayukh; Odom, Phillip; Islam, Md Rakibul; Doppa, Janardhan Rao (Jana); Roth, Dan; Natarajan, Sriraam (Elsevier Science BV, 2018-11-22)
    Planning with preferences has been employed extensively to quickly generate high-quality plans. However, it may be difficult for the human expert to supply this information without knowledge of the reasoning employed by ...

  • Human-Guided Learning for Probabilistic Logic Models 

    Odom, P.; Natarajan, Sriraam
    Advice-giving has been long explored in the artificial intelligence community to build robust learning algorithms when the data is noisy, incorrect or even insufficient. While logic based systems were effectively used in ...