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Publications

Displaying results 1 to 10 of 572.
  1. Christian Thurau; Kristian Kersting; Christian Bauckhage

    Yes we can: simplex volume maximization for descriptive web-scale matrix factorization

    In: Jimmy X. Huang; Nick Koudas; Gareth J. F. Jones; Xindong Wu; Kevyn Collins-Thompson; Aijun An (Hrsg.). Proceedings of the 19th ACM Conference on …

  2. Scott Sanner; Kristian Kersting

    Symbolic Dynamic Programming for First-order POMDPs

    In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  3. Kristian Kersting; Youssef El Massaoudi; Fabian Hadiji; Babak Ahmadi

    Informed Lifting for Message-Passing

    In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

  4. Fabian Hadiji; Kristian Kersting; Babak Ahmadi

    Lifted Message Passing for Satisfiability

    In: Statistical Relational Artificial Intelligence, Papers from the 2010 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2010), July …

  5. Luc De Raedt; Angelika Kimmig; Bernd Gutmann; Kristian Kersting; Vítor Santos Costa; Hannu Toivonen

    Probabilistic Inductive Querying Using ProbLog

    In: Saso Dzeroski; Bart Goethals; Pance Panov (Hrsg.). Inductive Databases and Constraint-Based Data Mining. Pages 229-262, Springer, 2010.

  6. Kristian Kersting; Mirwaes Wahabzada; Christian Thurau; Christian Bauckhage

    Hierarchical Convex NMF for Clustering Massive Data

    In: Masashi Sugiyama; Qiang Yang (Hrsg.). Proceedings of the 2nd Asian Conference on Machine Learning. Asian Conference on Machine Learning …

  7. Zhao Xu; Kristian Kersting; Thorsten Joachims

    Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes

    In: José L. Balcázar; Francesco Bonchi; Aristides Gionis; Michèle Sebag (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European …

  8. Tobias Lang; Marc Toussaint; Kristian Kersting

    Exploration in Relational Worlds

    In: José L. Balcázar; Francesco Bonchi; Aristides Gionis; Michèle Sebag (Hrsg.). Machine Learning and Knowledge Discovery in Databases, European …

  9. Novi Quadrianto; Kristian Kersting; Tinne Tuytelaars; Wray L. Buntine

    Beyond 2D-grids: a dependence maximization view on image browsing

    In: James Ze Wang; Nozha Boujemaa; Nuria Oliver Ramirez; Apostol Natsev (Hrsg.). Proceedings of the 11th ACM SIGMM International Conference on …

  10. Jens Behley; Kristian Kersting; Dirk Schulz; Volker Steinhage; Armin B. Cremers

    Learning to hash logistic regression for fast 3D scan point classification

    In: 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …