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Fabian Hadiji; Babak Ahmadi; Kristian Kersting

Efficient Sequential Clamping for Lifted Message Passing

In: Joscha Bach; Stefan Edelkamp (Hrsg.). KI 2011: Advances in Artificial Intelligence, 34th Annual German Conference on AI, Proceedings. German …
Babak Ahmadi; Kristian Kersting; Scott Sanner

Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter

In: Toby Walsh (Hrsg.). IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence. International Joint Conference …
Zhao Xu; Kristian Kersting

Multi-task Learning with Task Relations

In: Diane J. Cook; Jian Pei; Wei Wang; Osmar R. Zaïane; Xindong Wu (Hrsg.). 11th IEEE International Conference on Data Mining. IEEE International …
Tushar Khot; Sriraam Natarajan; Kristian Kersting; Jude W. Shavlik

Learning Markov Logic Networks via Functional Gradient Boosting

In: Diane J. Cook; Jian Pei; Wei Wang; Osmar R. Zaïane; Xindong Wu (Hrsg.). 11th IEEE International Conference on Data Mining. IEEE International …
Ahmed Jawad; Kristian Kersting; Natalia V. Andrienko

Where traffic meets DNA: mobility mining using biological sequence analysis revisited

In: Isabel F. Cruz; Divyakant Agrawal; Christian S. Jensen; Eyal Ofek; Egemen Tanin (Hrsg.). 19th ACM SIGSPATIAL International Symposium on Advances …
Kristian Kersting

Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning

In: Scott Sanner; Marcus Hutter (Hrsg.). Recent Advances in Reinforcement Learning - 9th European Workshop. European Workshop on Reinforcement …
Mirwaes Wahabzada; Kristian Kersting; Anja Pilz; Christian Bauckhage

More influence means less work: fast latent dirichlet allocation by influence scheduling

In: Craig Macdonald; Iadh Ounis; Ian Ruthven (Hrsg.). Proceedings of the 20th ACM Conference on Information and Knowledge Management. ACM …
Marion Neumann; Babak Ahmadi; Kristian Kersting

Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation

In: Wolfram Burgard; Dan Roth (Hrsg.). Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …
Hendrik Blockeel; Karsten M. Borgwardt; Luc De Raedt; Pedro M. Domingos; Kristian Kersting; Xifeng Yan

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

In: Machine Learning, Vol. 83, No. 2, Pages 133-135, Springer, 2011.
Christian Thurau; Kristian Kersting; Mirwaes Wahabzada; Christian Bauckhage

Convex non-negative matrix factorization for massive datasets

In: Knowledge and Information Systems (KAIS), Vol. 29, No. 2, Pages 457-478, Springer, 2011.

Publikationen

Jahr

Aktive Filter:

Efficient Sequential Clamping for Lifted Message Passing

Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter

Multi-task Learning with Task Relations

Learning Markov Logic Networks via Functional Gradient Boosting

Where traffic meets DNA: mobility mining using biological sequence analysis revisited

Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning

More influence means less work: fast latent dirichlet allocation by influence scheduling

Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

Convex non-negative matrix factorization for massive datasets

Jahr