Publications

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Luc De Raedt; Angelika Kimmig; Bernd Gutmann; Kristian Kersting; Vítor Santos Costa; Hannu Toivonen
Probabilistic Inductive Querying Using ProbLog
In: Saso Dzeroski; Bart Goethals; Pance Panov (Hrsg.). Inductive Databases and Constraint-Based Data Mining. Pages 229-262, Springer, 2010.
David W. Aha; Mark S. Boddy; Vadim Bulitko; Artur S. d'Avila Garcez; Prashant Doshi; Stefan Edelkamp; Christopher W. Geib; Piotr J. Gmytrasiewicz; Robert P. Goldman; Pascal Hitzler; Charles L. Isbell Jr.; Darsana P. Josyula; Leslie Pack Kaelbling; Kristian Kersting; Maithilee Kunda; Luís C. Lamb; Bhaskara Marthi; Keith McGreggor; Vivi Nastase; Gregory M. Provan; Anita Raja; Ashwin Ram; Mark O. Riedl; Stuart Russell; Ashish Sabharwal; Jan-Georg Smaus; Gita Sukthankar; Karl Tuyls; Ron van der Meyden; Alon Y. Halevy; Lilyana Mihalkova; Sriraam Natarajan
Reports of the AAAI 2010 Conference Workshops
In: AI Magazine, Vol. 31, No. 4, Pages 95-108, American Association for Artificial Intelligence, 2010.
Marion Neumann; Kristian Kersting; Zhao Xu; Daniel Schulz
Stacked Gaussian Process Learning
In: Wei Wang; Hillol Kargupta; Sanjay Ranka; Philip S. Yu; Xindong Wu (Hrsg.). ICDM 2009, The Ninth IEEE International Conference on Data Mining. IEEE …
Christian Thurau; Kristian Kersting; Christian Bauckhage
Convex Non-negative Matrix Factorization in the Wild
In: Wei Wang; Hillol Kargupta; Sanjay Ranka; Philip S. Yu; Xindong Wu (Hrsg.). ICDM 2009, The Ninth IEEE International Conference on Data Mining. IEEE …
Novi Quadrianto; Kristian Kersting; Mark D. Reid; Tibério S. Caetano; Wray L. Buntine
Kernel Conditional Quantile Estimation via Reduction Revisited
In: Wei Wang; Hillol Kargupta; Sanjay Ranka; Philip S. Yu; Xindong Wu (Hrsg.). ICDM 2009, The Ninth IEEE International Conference on Data Mining. IEEE …
Zhao Xu; Kristian Kersting; Volker Tresp
Multi-Relational Learning with Gaussian Processes
In: Craig Boutilier (Hrsg.). IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint …
Saket Joshi; Kristian Kersting; Roni Khardon
Generalized First Order Decision Diagrams for First Order Markov Decision Processes
In: Craig Boutilier (Hrsg.). IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint …
Hannes Schulz; Kristian Kersting; Andreas Karwath
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries
In: Luc De Raedt (Hrsg.). Inductive Logic Programming, 19th International Conference. International Conference on Inductive Logic Programming …
Kristian Kersting; Zhao Xu
Learning Preferences with Hidden Common Cause Relations
In: Wray L. Buntine; Marko Grobelnik; Dunja Mladenic; John Shawe-Taylor (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European …
Kristian Kersting; Babak Ahmadi; Sriraam Natarajan
Counting Belief Propagation
In: Jeff A. Bilmes; Andrew Y. Ng (Hrsg.). UAI 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence. Conference …