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Manfred Jaeger

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2008
32EEPaolo Frasconi, Manfred Jaeger, Andrea Passerini: Feature Discovery with Type Extension Trees. ILP 2008: 122-139
31EEManfred Jaeger: Model-Theoretic Expressivity Analysis. Probabilistic Inductive Logic Programming 2008: 325-339
30EEManfred Jaeger: Probabilistic-Logic Models: Reasoning and Learning with Relational Structures. SCAI 2008: 197-200
2007
29EEManfred Jaeger: Parameter learning for relational Bayesian networks. ICML 2007: 369-376
28EEManfred Jaeger, Petr Lidman, Juan L. Mateo: Comparative Evaluation of PL languages. MLG 2007
2006
27EEManfred Jaeger: On Testing the Missing at Random Assumption. ECML 2006: 671-678
26EEJens D. Nielsen, Manfred Jaeger: An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models. Probabilistic Graphical Models 2006: 215-222
25EEManfred Jaeger: The AI&M Procedure for Learning from Incomplete Data. UAI 2006
24EEMark Chavira, Adnan Darwiche, Manfred Jaeger: Compiling relational Bayesian networks for exact inference. Int. J. Approx. Reasoning 42(1-2): 4-20 (2006)
23EEManfred Jaeger, Jens D. Nielsen, Tomi Silander: Learning probabilistic decision graphs. Int. J. Approx. Reasoning 42(1-2): 84-100 (2006)
22EEManfred Jaeger: Probabilistic Role Models and the Guarded Fragment. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14(1): 43-60 (2006)
2005
21EEManfred Jaeger: Importance Sampling on Relational Bayesian Networks. Probabilistic, Logical and Relational Learning 2005
20EEManfred Jaeger: A representation theorem and applications to measure selection and noninformative priors. Int. J. Approx. Reasoning 38(3): 217-243 (2005)
19EEManfred Jaeger: Ignorability in Statistical and Probabilistic Inference. J. Artif. Intell. Res. (JAIR) 24: 889-917 (2005)
2004
18EEManfred Jaeger: Probabilistic Decision Graphs - Combining Verification And Ai Techniques For Probabilistic Inference. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(Supplement-1): 19-42 (2004)
2003
17EEManfred Jaeger: A Representation Theorem and Applications. ECSQARU 2003: 50-61
16 Manfred Jaeger: Probabilistic Classifiers and the Concepts They Recognize. ICML 2003: 266-273
2002
15EELuc De Raedt, Manfred Jaeger, Sau Dan Lee, Heikki Mannila: A Theory of Inductive Query Answering. ICDM 2002: 123-130
14EEManfred Jaeger: Probabilistic Decision Graphs - Combining Verification and AI Techniques for Probabilistic Inference. Probabilistic Graphical Models 2002
2001
13 Manfred Jaeger: Constraints as Data: A New Perspective on Inferring Probabilities. IJCAI 2001: 755-764
12 Manfred Jaeger: Complex Probabilistic Modeling with Recursive Relational Bayesian Networks. Ann. Math. Artif. Intell. 32(1-4): 179-220 (2001)
11EEManfred Jaeger: Automatic derivation of probabilistic inference rules. Int. J. Approx. Reasoning 28(1): 1-22 (2001)
2000
10EEManfred Jaeger: On the complexity of inference about probabilistic relational models. Artif. Intell. 117(2): 297-308 (2000)
1998
9 Manfred Jaeger: Reasoning About Infinite Random Structures with Relational Bayesian Networks. KR 1998: 570-581
8 Manfred Jaeger: Convergence Results for Relational Bayesian Networks. LICS 1998: 44-55
7EEManfred Jaeger: Measure Selection: Notions of Rationality and Representation Independence. UAI 1998: 274-281
1997
6EEManfred Jaeger: Relational Bayesian Networks. UAI 1997: 266-273
1996
5 Manfred Jaeger: Representation Independence of Nonmonotonic Inference Relations. KR 1996: 461-472
1995
4 Manfred Jaeger: Minimum Cross-Entropy Reasoning: A Statistical Justification. IJCAI 1995: 1847-1852
1994
3 Manfred Jaeger: Probabilistic Reasoning in Terminological Logics. KR 1994: 305-316
2EEManfred Jaeger: A Logic for Default Reasoning About Probabilities. UAI 1994: 352-359
1993
1 Manfred Jaeger: Circumscription: Completeness Reviewed. Artif. Intell. 60(2): 293-301 (1993)

Coauthor Index

1Mark Chavira [24]
2Adnan Darwiche [24]
3Paolo Frasconi [32]
4Sau Dan Lee [15]
5Petr Lidman [28]
6Heikki Mannila [15]
7Juan L. Mateo [28]
8Jens D. Nielsen [23] [26]
9Andrea Passerini [32]
10Luc De Raedt [15]
11Tomi Silander [23]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)