Kristian Kersting Coauthor index DBLP Vis pubzone.org

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DBLP keys2009
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Zhao Xu: Learning Preferences with Hidden Common Cause Relations. ECML/PKDD (1) 2009: 676-691
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarion Neumann, Kristian Kersting, Zhao Xu, Daniel Schulz: Stacked Gaussian Process Learning. ICDM 2009: 387-396
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian Thurau, Kristian Kersting, Christian Bauckhage: Convex Non-negative Matrix Factorization in the Wild. ICDM 2009: 523-532
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNovi Quadrianto, Kristian Kersting, Mark D. Reid, Tibério S. Caetano, Wray L. Buntine: Kernel Conditional Quantile Estimation via Reduction Revisited. ICDM 2009: 938-943
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhao Xu, Kristian Kersting, Volker Tresp: Multi-Relational Learning with Gaussian Processes. IJCAI 2009: 1309-1314
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaket Joshi, Kristian Kersting, Roni Khardon: Generalized First Order Decision Diagrams for First Order Markov Decision Processes. IJCAI 2009: 1916-1921
2008
46no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton: Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007 Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2008
45no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Paolo Frasconi, Kristian Kersting, Stephen Muggleton: Probabilistic Inductive Logic Programming - Theory and Applications Springer 2008
44no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrian Milch, Luke S. Zettlemoyer, Kristian Kersting, Michael Haimes, Leslie Pack Kaelbling: Lifted Probabilistic Inference with Counting Formulas. AAAI 2008: 1062-1068
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Gutmann, Angelika Kimmig, Kristian Kersting, Luc De Raedt: Parameter Learning in Probabilistic Databases: A Least Squares Approach. ECML/PKDD (1) 2008: 473-488
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian Plagemann, Kristian Kersting, Wolfram Burgard: Nonstationary Gaussian Process Regression Using Point Estimates of Local Smoothness. ECML/PKDD (2) 2008: 204-219
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreas Karwath, Kristian Kersting, Niels Landwehr: Boosting Relational Sequence Alignments. ICDM 2008: 857-862
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Kurt Driessens: Non-parametric policy gradients: a unified treatment of propositional and relational domains. ICML 2008: 456-463
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Hung H. Bui, Prasad Tadepalli, Kristian Kersting, Weng-Keen Wong: Logical Hierarchical Hidden Markov Models for Modeling User Activities. ILP 2008: 192-209
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting: SRL without Tears: An ILP Perspective. ILP 2008: 2
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian Plagemann, Sebastian Mischke, Sam Prentice, Kristian Kersting, Nicholas Roy, Wolfram Burgard: Learning predictive terrain models for legged robot locomotion. IROS 2008: 3545-3552
36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOlana Missura, Kristian Kersting, Thomas Gärtner: Towards Engaging Games. LWA 2008: 77-83
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Kristian Kersting: Probabilistic Inductive Logic Programming. Probabilistic Inductive Logic Programming 2008: 1-27
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt: Basic Principles of Learning Bayesian Logic Programs. Probabilistic Inductive Logic Programming 2008: 189-221
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr: Relational Sequence Learning. Probabilistic Inductive Logic Programming 2008: 28-55
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLManfred Jaeger, Lise Getoor, Kristian Kersting: Preface. Ann. Math. Artif. Intell. 54(1-3): 1-2 (2008)
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen: Compressing probabilistic Prolog programs. Machine Learning 70(2-3): 151-168 (2008)
2007
30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaolo Frasconi, Kristian Kersting, Koji Tsuda: Mining and Learning with Graphs, MLG 2007, Firence, Italy, August 1-3, 2007, Proceedings MLG 2007
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Christian Plagemann, Patrick Pfaff, Wolfram Burgard: Most likely heteroscedastic Gaussian process regression. ICML 2007: 393-400
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton: 07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis. Probabilistic, Logical and Relational Learning - A Further Synthesis 2007
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian Plagemann, Kristian Kersting, Patrick Pfaff, Wolfram Burgard: Gaussian Beam Processes: A Nonparametric Bayesian Measurement Model for Range Finders. Robotics: Science and Systems 2007
2006
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUwe Dick, Kristian Kersting: Fisher Kernels for Relational Data. ECML 2006: 114-125
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBernd Gutmann, Kristian Kersting: TildeCRF: Conditional Random Fields for Logical Sequences. ECML 2006: 174-185
24no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRudolph Triebel, Kristian Kersting, Wolfram Burgard: Robust 3D Scan Point Classification using Associative Markov Networks. ICRA 2006: 2603-2608
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndreas Karwath, Kristian Kersting: Relational Sequence Alignments and Logos. ILP 2006: 290-304
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen: Revising Probabilistic Prolog Programs. ILP 2006: 30-33
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexandru Cocora, Kristian Kersting, Christian Plagemann, Wolfram Burgard, Luc De Raedt: Learning Relational Navigation Policies. IROS 2006: 2792-2797
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting: An inductive logic programming approach to statistical relational learning. AI Commun. 19(4): 389-390 (2006)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt, Tapani Raiko: Logical Hidden Markov Models. J. Artif. Intell. Res. (JAIR) 25: 425-456 (2006)
2005
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Kristian Kersting, Sunna Torge: Towards Learning Stochastic Logic Programs from Proof-Banks. AAAI 2005: 752-757
17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNiels Landwehr, Kristian Kersting, Luc De Raedt: nFOIL: Integrating Naïve Bayes and FOIL. AAAI 2005: 795-800
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Tapani Raiko: "Say EM" for Selecting Probabilistic Models for Logical Sequences. UAI 2005: 300-307
2004
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Kristian Kersting: Probabilistic Inductive Logic Programming. ALT 2004: 19-36
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Thomas Gärtner: Fisher Kernels for Logical Sequences. ECML 2004: 205-216
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Martijn van Otterlo, Luc De Raedt: Bellman goes relational. ICML 2004
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt: Logical Markov Decision Programs and the Convergence of Logical TD(lambda). ILP 2004: 180-197
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Uwe Dick: Balios - The Engine for Bayesian Logic Programs. PKDD 2004: 549-551
2003
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJörg Fischer, Kristian Kersting: Scaled CGEM: A Fast Accelerated EM. ECML 2003: 133-144
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Tapani Raiko, Stefan Kramer, Luc De Raedt: Towards Discovering Structural Signatures of Protein Folds Based on Logical Hidden Markov Models. Pacific Symposium on Biocomputing 2003: 192-203
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Kristian Kersting: Probabilistic logic learning. SIGKDD Explorations 5(1): 31-48 (2003)
2002
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Tapani Raiko, Luc De Raedt: Logical Hidden Markov Models (Extendes abstract). Probabilistic Graphical Models 2002
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Niels Landwehr: Scaled Conjugate Gradients for Maximum Likelihood: An Empirical Comparison with the EM Algorithm. Probabilistic Graphical Models 2002
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteven Ganzert, Josef Guttmann, Kristian Kersting, Ralf Kuhlen, Christian Putensen, Michael Sydow, Stefan Kramer: Analysis of respiratory pressure-volume curves in intensive care medicine using inductive machine learning. Artificial Intelligence in Medicine 26(1-2): 69-86 (2002)
2001
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt: Adaptive Bayesian Logic Programs. ILP 2001: 104-117
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt: Towards Combining Inductive Logic Programming with Bayesian Networks. ILP 2001: 118-131
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt: Bayesian Logic Programs CoRR cs.AI/0111058: (2001)
2000
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKristian Kersting, Luc De Raedt: Bayesian Logic Programs. ILP Work-in-progress reports 2000

Coauthor Index

1Christian Bauckhage [50]
2Hung H. Bui [39]
3Wray L. Buntine [49]
4Wolfram Burgard [21] [24] [27] [29] [37] [42]
5Tibério S. Caetano [49]
6Alexandru Cocora [21]
7Uwe Dick [11] [26]
8Thomas G. Dietterich [28] [46]
9Kurt Driessens [40]
10Jörg Fischer [10]
11Paolo Frasconi [30] [45]
12Steven Ganzert [5]
13Thomas Gärtner [14] [36]
14Lise Getoor [28] [32] [46]
15Bernd Gutmann [25] [33] [43]
16Josef Guttmann [5]
17Michael Haimes [44]
18Manfred Jaeger [32]
19Saket Joshi [47]
20Leslie Pack Kaelbling [44]
21Andreas Karwath [23] [33] [41]
22Roni Khardon [47]
23Angelika Kimmig [22] [31] [43]
24Stefan Kramer [5] [9]
25Ralf Kuhlen [5]
26Niels Landwehr [6] [17] [33] [41]
27Brian Milch [44]
28Sebastian Mischke [37]
29Olana Missura [36]
30Stephen Muggleton [28] [45] [46]
31Sriraam Natarajan [39]
32Marion Neumann [51]
33Martijn van Otterlo [13]
34Patrick Pfaff [27] [29]
35Christian Plagemann [21] [27] [29] [37] [42]
36Sam Prentice [37]
37Christian Putensen [5]
38Novi Quadrianto [49]
39Luc De Raedt [1] [2] [3] [4] [7] [8] [9] [12] [13] [15] [17] [18] [19] [21] [22] [28] [31] [33] [34] [35] [43] [45] [46]
40Tapani Raiko [7] [9] [16] [19]
41Mark D. Reid [49]
42Kate Revoredo [22] [31]
43Nicholas Roy [37]
44Daniel Schulz [51]
45Michael Sydow [5]
46Prasad Tadepalli [39]
47Christian Thurau [50]
48Hannu Toivonen [22] [31]
49Sunna Torge [18]
50Volker Tresp [48]
51Rudolph Triebel [24]
52Koji Tsuda [30]
53Weng-Keen Wong [39]
54Zhao Xu [48] [51] [52]
55Luke S. Zettlemoyer [44]

Colors in the list of coauthors

Copyright © Sun Mar 14 22:39:24 2010 by Michael Ley (ley@uni-trier.de)