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Statistical Relational Artificial Intelligence

By: Dr. Sriraam Natarajan, UT Dallas, Audio Interview with TWiML & AI 

In this episode, I speak with Dr. Sriraam Natarajan, Associate Professor in the Department of Computer Science at UT Dallas.

While at NIPS a few months back, Sriraam and I sat down to discuss his work on Statistical Relational Artificial Intelligence. StarAI is the combination of probabilistic & statistical machine learning techniques with relational databases. We cover systems learning on top of relational databases and making predictions with relational data, with quite a few examples from the healthcare field. Sriraam and his collaborators have also developed BoostSRL, a gradient-boosting based approach to learning different types of statistical relational models. We briefly touch on this, along with other implementation approaches.

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Department of Computer Science