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Jahr: 2011
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  1. Mirwaes Wahabzada; Kristian Kersting

    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 - European Conference. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2011), September 5-9, Athens, Greece, Pages 475-490, Lecture Notes in Computer Science, Vol. 6913, Springer, 2011.

  2. 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 groups KDML, IR and WM. GI-Workshop-Tage "Lernen, Wissen, Adaptivität" (LWA-2011), September 28-30, Pages 133-136, Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2011.

  3. 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 groups KDML, IR and WM. GI-Workshop-Tage "Lernen, Wissen, Adaptivität" (LWA-2011), September 28-30, Pages 35-42, Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2011.

  4. 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 Conference on Artificial Intelligence (KI-2011), October 4-7, Berlin, Germany, Pages 122-133, Lecture Notes in Computer Science, Vol. 7006, Springer, 2011.

  5. 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.

  6. 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 on Artificial Intelligence (IJCAI-2011), July 16-22, Barcelona, Spain, Pages 1152-1158, IJCAI/AAAI, 2011.

  7. 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 Conference on Data Mining (ICDM-2011), December 11-14, Vancouver, BC, Canada, Pages 884-893, IEEE Computer Society, 2011.

  8. 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 Conference on Data Mining (ICDM-2011), December 11-14, Vancouver, BC, Canada, Pages 320-329, IEEE Computer Society, 2011.

  9. 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 in Geographic Information Systems, ACM-GIS 2011, Proceedings. International Conference on Advances in Geographic Information Systems (ACM GIS-2011), November 1-4, Chicago, IL, USA, Pages 357-360, ACM, 2011.

  10. 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 Learning (EWRL-2011), September 9-11, Athens, Greece, Lecture Notes in Computer Science, Vol. 7188, Springer, 2011.

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