Publikationen

Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation

In: Dimitrios Gunopulos; Thomas Hofmann; Donato Malerba; Michalis Vazirgiannis (Hrsg.). Machine Learning and Knowledge Discovery in Databases - …

Babak Ahmadi; Salah Zayakh; Fabian Hadiji; Kristian Kersting

O Scientist, Where Art Thou? Affiliation Propagation for Geo-Referencing Scientific Publications

In: Myra Spiliopoulou; Andreas Nürnberger; René Schult (Hrsg.). Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest …

Babak Ahmadi; Martin Mladenov; Kristian Kersting; Scott Sanner

On Lifted PageRank, Kalman Filter and Towards Lifted Linear Program Solving

In: Myra Spiliopoulou; Andreas Nürnberger; René Schult (Hrsg.). Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest …

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 …