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Publications

Displaying results 251 to 260 of 13864.

  1. 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 (ESA-2014), September 8-10, Wroclaw, Poland, Pages 505-516, Lecture Notes in Computer Science (LNCS), Vol. 8737, Springer, 2014.

  2. 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.

  3. 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.

  4. Laura Antanas; Plinio Moreno; Marion Neumann; Rui Pimentel de Figueiredo; Kristian Kersting; José Santos-Victor; Luc De Raedt

    High-level Reasoning and Low-level Learning for Grasping: A Probabilistic Logic Pipeline

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1411.1108, Pages 0-10, arXiv, 2014.

  5. 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, Dortmund, Germany, Pages 1-8, IEEE, 2014.

  6. 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 Intelligence and Statistics (AISTATS-2014), April 22-25, Reykjavik, Iceland, Pages 623-632, JMLR Workshop and Conference Proceedings, Vol. 33, JMLR.org, 2014.

  7. Shrutika Poyrekar; Sriraam Natarajan; Kristian Kersting

    A Deeper Empirical Analysis of CBP Algorithm: Grounding Is the Bottleneck

    In: Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2014), July 27, Québec City, Québec, Canada, AAAI Technical Report, Vol. WS-14-13, AAAI, 2014.

  8. Kristian Kersting; Martin Mladenov; Roman Garnett; Martin Grohe

    Power Iterated Color Refinement

    In: Carla E. Brodley; Peter Stone (Hrsg.). Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2014), July 27-31, Québec City, Québec, Canada, Pages 1904-1910, AAAI Press, 2014.

  9. Seyed Mehran Kazemi; David Buchman; Kristian Kersting; Sriraam Natarajan; David Poole

    Relational Logistic Regression: The Directed Analog of Markov Logic Networks

    In: Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2014), July 27, Québec City, Québec, Canada, AAAI Technical Report, Vol. WS-14-13, AAAI, 2014.

  10. Udi Apsel; Kristian Kersting; Martin Mladenov

    Lifting Relational MAP-LPs Using Cluster Signatures

    In: Carla E. Brodley; Peter Stone (Hrsg.). Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2014), July 27-31, Québec City, Québec, Canada, Pages 2403-2409, AAAI Press, 2014.

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