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Jahr: 2013
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  1. Christian Bauckhage; Kristian Kersting

    Efficient Information Theoretic Clustering on Discrete Lattices

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1310.7114, Pages 0-10, arXiv, 2013.

  2. Fabian Hadiji; Kristian Kersting; Christian Bauckhage; Babak Ahmadi

    GeoDBLP: Geo-Tagging DBLP for Mining the Sociology of Computer Science

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1304.7984, Pages 0-10, arXiv, 2013.

  3. Christian Bauckhage; Kristian Kersting; Fabian Hadiji

    Mathematical Models of Fads Explain the Temporal Dynamics of Internet Memes

    In: Emre Kiciman; Nicole B. Ellison; Bernie Hogan; Paul Resnick; Ian Soboroff (Hrsg.). Proceedings of the Seventh International Conference on Weblogs and Social Media. International AAAI Conference on Web and Social Media (ICWSM-2013), July 8-11, Cambridge, Massachusetts, USA, The AAAI Press, 2013.

  4. Marion Neumann; Roman Garnett; Kristian Kersting

    Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels

    In: Cheng Soon Ong; Tu Bao Ho (Hrsg.). Asian Conference on Machine Learning, ACML 2013. Asian Conference on Machine Learning (ACML-2013), November 13-15, Canberra, Australia, Pages 357-372, JMLR Workshop and Conference Proceedings, Vol. 29, JMLR.org, 2013.

  5. Sriraam Natarajan; Jose Picado; Tushar Khot; Kristian Kersting; Christopher Ré; Jude W. Shavlik

    Using Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text

    In: Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2013), July 15, Bellevue, Washington, USA, AAAI Technical Report, Vol. WS-13-16, AAAI, 2013.

  6. Martin Mladenov; Kristian Kersting

    Lifted Inference via k-Locality

    In: Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2013), July 15, Bellevue, Washington, USA, AAAI Technical Report, Vol. WS-13-16, AAAI, 2013.

  7. Fabian Hadiji; Kristian Kersting

    Reduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for MAP

    In: Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2013), July 15, Bellevue, Washington, USA, AAAI Technical Report, Vol. WS-13-16, AAAI, 2013.

  8. Babak Ahmadi; Kristian Kersting; Sriraam Natarajan

    MapReduce Lifting for Belief Propagation

    In: Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2013), July 15, Bellevue, Washington, USA, AAAI Technical Report, Vol. WS-13-16, AAAI, 2013.

  9. Babak Ahmadi; Kristian Kersting; Martin Mladenov; Sriraam Natarajan

    Exploiting symmetries for scaling loopy belief propagation and relational training

    In: Machine Learning, Vol. 92, No. 1, Pages 91-132, Springer, 2013.

  10. Alexandros Paraschos; Christian Daniel; Jan Peters; Gerhard Neumann

    Probabilistic Movement Primitives

    In: Christopher J. C. Burges; Léon Bottou; Zoubin Ghahramani; Kilian Q. Weinberger (Hrsg.). Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Neural Information Processing Systems (NeurIPS-2013), December 5-8, Lake Tahoe, Nevada, USA, Pages 2616-2624, Curran Associates, Inc. 2013.

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