Publications

SRL without Tears: An ILP Perspective

In: Filip Zelezný; Nada Lavrac (Hrsg.). Inductive Logic Programming, 18th International Conference, Proceedings. International Conference on Inductive …

Kristian Kersting; Kurt Driessens

Non-parametric policy gradients: a unified treatment of propositional and relational domains

In: William W. Cohen; Andrew McCallum; Sam T. Roweis (Hrsg.). Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008). …

Andreas Karwath; Kristian Kersting; Niels Landwehr

Boosting Relational Sequence Alignments

In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008). IEEE International Conference on Data Mining (ICDM-2008), …

Brian Milch; Luke S. Zettlemoyer; Kristian Kersting; Michael Haimes; Leslie Pack Kaelbling

Lifted Probabilistic Inference with Counting Formulas

In: Dieter Fox; Carla P. Gomes (Hrsg.). Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

Luc De Raedt; Kristian Kersting; Angelika Kimmig; Kate Revoredo; Hannu Toivonen

Compressing probabilistic Prolog programs

In: Machine Learning, Vol. 70, No. 2-3, Pages 151-168, Springer, 2008.

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 …

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 …

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 …

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 …

Zhao Xu; Kristian Kersting; Volker Tresp

Multi-Relational Learning with Gaussian Processes