Institute for Computer Science

Kristian Kersting

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I got my diploma in Computer Science (minor: Psychology and Cognitive Science) in 2000 and my PhD in Computer Science in 2006 from the Albert-Ludwigs-University of Freiburg, Germany. From 2000 till January 2007, I was with the Machine Learning and Natural Language Processing Lab headed by Luc De Raedt. In February 2007, I will start a post-doc at MIT working with Leslie Pack Kaelbling
kersting@CSAIL.MIT.

Research Interests
I am interested Machine Learning, specifically Statistical Relational Learning, and Data Mining.

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K. Kersting. An Inductive Logic Programming Approach to Statistical Relational Learning. Frontiers in Artificial Intelligence and its Applications series (Dissertations), Volume 148, IOS Press, Amsterdam, The Netherlands, 2006. ISBN 1-58603-674-2, LCCN 2006932504. [@IOS Press]

The PROFILE toolbox for statistical relational learning
Probabilistic-logical models repository
"Probabilistic Inductive Logic Programming" Tutorial (ECML/PKDD-2005, IDA-2005; together with Luc De Raedt.
"Probabilistic Logic Learning" Tutorial (ICML-2004; together with James Cussens.
Some further online tutorials on Probabilistic ILP and its Applications
Application of Probabilistic Inductive Logic Programming (EU project)

Contact
        Room: 079-1005a

        Tel.: +49  (0)761  203-8013 

        Tel.: +49  (0)761  203-8007

        E-Mail: kersting@informatik.uni-freiburg.de


Kristian Kersting, Dec. 2005