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Jahr: 2014
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  1. Shuo Yang; Tushar Khot; Kristian Kersting; Gautam Kunapuli; Kris Hauser; Sriraam Natarajan

    Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach

    In: Ravi Kumar; Hannu Toivonen; Jian Pei; Joshua Zhexue Huang; Xindong Wu (Hrsg.). 2014 IEEE International Conference on Data Mining. IEEE …

  2. Nils M. Kriege; Marion Neumann; Kristian Kersting; Petra Mutzel

    Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels

    In: Ravi Kumar; Hannu Toivonen; Jian Pei; Joshua Zhexue Huang; Xindong Wu (Hrsg.). 2014 IEEE International Conference on Data Mining. IEEE …

  3. Martin Grohe; Kristian Kersting; Martin Mladenov; Erkal Selman

    Dimension Reduction via Colour Refinement

    In: Andreas S. Schulz; Dorothea Wagner (Hrsg.). Algorithms - ESA 2014 - 22th Annual European Symposium, Proceedings. European Symposium on Algorithms …

  4. Fabian Hadiji; Rafet Sifa; Anders Drachen; Christian Thurau; Kristian Kersting; Christian Bauckhage

    Predicting player churn in the wild

    In: 2014 IEEE Conference on Computational Intelligence and Games. IEEE Conference on Computational Intelligence and Games (CIG-2014), August 26-29, …

  5. Martin Mladenov; Kristian Kersting; Amir Globerson

    Efficient Lifting of MAP LP Relaxations Using k-Locality

    In: Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics. International Conference on Artificial …

  6. Vicenç Gómez; Hilbert J. Kappen; Jan Peters; Gerhard Neumann

    Policy Search for Path Integral Control

    In: Toon Calders; Floriana Esposito; Eyke Hüllermeier; Rosa Meo (Hrsg.). Machine Learning and Knowledge Discovery in Databases - European Conference, …

  7. Roberto Calandra; Nakul Gopalan; André Seyfarth; Jan Peters; Marc Peter Deisenroth

    Bayesian Gait Optimization for Bipedal Locomotion

    In: Panos M. Pardalos; Mauricio G. C. Resende; Chrysafis Vogiatzis; Jose L. Walteros (Hrsg.). Learning and Intelligent Optimization - 8th …

  8. Simon Manschitz; Jens Kober; Michael Gienger; Jan Peters

    Learning to sequence movement primitives from demonstrations

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  9. Yevgen Chebotar; Oliver Kroemer; Jan Peters

    Learning robot tactile sensing for object manipulation

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  10. Oliver Kroemer; Jan Peters

    Predicting object interactions from contact distributions

    In: 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

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