Manfred Jaeger

	2012
41		Yingke Chen, Hua Mao, Manfred Jaeger, Thomas Dyhre Nielsen, Kim Guldstrand Larsen, Brian Nielsen: Learning Markov Models for Stationary System Behaviors. NASA Formal Methods 2012: 216-230
40		Manfred Jaeger: Lower Complexity Bounds for Lifted Inference CoRR abs/1204.3255: (2012)
	2011
39		Hua Mao, Yingke Chen, Manfred Jaeger, Thomas D. Nielsen, Kim G. Larsen, Brian Nielsen: Learning Probabilistic Automata for Model Checking. QEST 2011: 111-120
38		Marco Lippi, Manfred Jaeger, Paolo Frasconi, Andrea Passerini: Relational information gain. Machine Learning 83(2): 219-239 (2011)
	2010
37		Bernd Gutmann, Manfred Jaeger, Luc De Raedt: Extending ProbLog with Continuous Distributions. ILP 2010: 76-91
36		Manfred Jaeger, Thomas D. Nielsen: Special Issue on PGM-2008. Int. J. Approx. Reasoning 51(5): 473 (2010)
	2009
35		Manfred Jaeger: On fairness and randomness. Inf. Comput. 207(9): 909-922 (2009)
	2008
34		Paolo Frasconi, Manfred Jaeger, Andrea Passerini: Feature Discovery with Type Extension Trees. ILP 2008: 122-139
33		Manfred Jaeger: Model-Theoretic Expressivity Analysis. Probabilistic Inductive Logic Programming 2008: 325-339
32		Manfred Jaeger: Probabilistic-Logic Models: Reasoning and Learning with Relational Structures. SCAI 2008: 197-200
31		Manfred Jaeger, Lise Getoor, Kristian Kersting: Preface. Ann. Math. Artif. Intell. 54(1-3): 1-2 (2008)
	2007
30		Manfred Jaeger: Parameter learning for relational Bayesian networks. ICML 2007: 369-376
29		Manfred Jaeger, Petr Lidman, Juan L. Mateo: Comparative Evaluation of PL languages. MLG 2007
	2006
28		Manfred Jaeger: On Testing the Missing at Random Assumption. ECML 2006: 671-678
27		Jens Dalgaard Nielsen, Manfred Jaeger: An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models. Probabilistic Graphical Models 2006: 215-222
26		Manfred Jaeger: The AI&M Procedure for Learning from Incomplete Data. UAI 2006
25		Mark Chavira, Adnan Darwiche, Manfred Jaeger: Compiling relational Bayesian networks for exact inference. Int. J. Approx. Reasoning 42(1-2): 4-20 (2006)
24		Manfred Jaeger, Jens Dalgaard Nielsen, Tomi Silander: Learning probabilistic decision graphs. Int. J. Approx. Reasoning 42(1-2): 84-100 (2006)
23		Manfred Jaeger: Probabilistic Role Models and the Guarded Fragment. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14(1): 43-60 (2006)
	2005
22		Manfred Jaeger: Importance Sampling on Relational Bayesian Networks. Probabilistic, Logical and Relational Learning 2005
21		Manfred Jaeger: A representation theorem and applications to measure selection and noninformative priors. Int. J. Approx. Reasoning 38(3): 217-243 (2005)
20		Manfred Jaeger: Ignorability in Statistical and Probabilistic Inference. J. Artif. Intell. Res. (JAIR) 24: 889-917 (2005)
	2004
19		Manfred 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)
18		Manfred Jaeger: Default reasoning about probabilities. Saarland University 2004
	2003
17		Manfred 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
15		Luc De Raedt, Manfred Jaeger, Sau Dan Lee, Heikki Mannila: A Theory of Inductive Query Answering. ICDM 2002: 123-130
14		Manfred 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)
11		Manfred Jaeger: Automatic derivation of probabilistic inference rules. Int. J. Approx. Reasoning 28(1): 1-22 (2001)
	2000
10		Manfred 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
7		Manfred Jaeger: Measure Selection: Notions of Rationality and Representation Independence. UAI 1998: 274-281
	1997
6		Manfred 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
2		Manfred 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

1	Mark Chavira	[25]
2	Yingke Chen	[39] [41]
3	Adnan Darwiche	[25]
4	Paolo Frasconi	[34] [38]
5	Lise Getoor	[31]
6	Bernd Gutmann	[37]
7	Kristian Kersting	[31]
8	Kim Guldstrand Larsen (Kim G. Larsen)	[39] [41]
9	Sau Dan Lee	[15]
10	Petr Lidman	[29]
11	Marco Lippi	[38]
12	Heikki Mannila	[15]
13	Hua Mao	[39] [41]
14	Juan L. Mateo	[29]
15	Brian Nielsen	[39] [41]
16	Jens Dalgaard Nielsen	[24] [27]
17	Thomas D. Nielsen (Thomas Dyhre Nielsen)	[36] [39] [41]
18	Andrea Passerini	[34] [38]
19	Luc De Raedt	[15] [37]
20	Tomi Silander	[24]

Colors in the list of coauthors

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