2008 |
32 | EE | Paolo Frasconi,
Manfred Jaeger,
Andrea Passerini:
Feature Discovery with Type Extension Trees.
ILP 2008: 122-139 |
31 | EE | Manfred Jaeger:
Model-Theoretic Expressivity Analysis.
Probabilistic Inductive Logic Programming 2008: 325-339 |
30 | EE | Manfred Jaeger:
Probabilistic-Logic Models: Reasoning and Learning with Relational Structures.
SCAI 2008: 197-200 |
2007 |
29 | EE | Manfred Jaeger:
Parameter learning for relational Bayesian networks.
ICML 2007: 369-376 |
28 | EE | Manfred Jaeger,
Petr Lidman,
Juan L. Mateo:
Comparative Evaluation of PL languages.
MLG 2007 |
2006 |
27 | EE | Manfred Jaeger:
On Testing the Missing at Random Assumption.
ECML 2006: 671-678 |
26 | EE | Jens D. Nielsen,
Manfred Jaeger:
An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models.
Probabilistic Graphical Models 2006: 215-222 |
25 | EE | Manfred Jaeger:
The AI&M Procedure for Learning from Incomplete Data.
UAI 2006 |
24 | EE | Mark Chavira,
Adnan Darwiche,
Manfred Jaeger:
Compiling relational Bayesian networks for exact inference.
Int. J. Approx. Reasoning 42(1-2): 4-20 (2006) |
23 | EE | Manfred Jaeger,
Jens D. Nielsen,
Tomi Silander:
Learning probabilistic decision graphs.
Int. J. Approx. Reasoning 42(1-2): 84-100 (2006) |
22 | EE | Manfred Jaeger:
Probabilistic Role Models and the Guarded Fragment.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 14(1): 43-60 (2006) |
2005 |
21 | EE | Manfred Jaeger:
Importance Sampling on Relational Bayesian Networks.
Probabilistic, Logical and Relational Learning 2005 |
20 | EE | Manfred Jaeger:
A representation theorem and applications to measure selection and noninformative priors.
Int. J. Approx. Reasoning 38(3): 217-243 (2005) |
19 | EE | Manfred Jaeger:
Ignorability in Statistical and Probabilistic Inference.
J. Artif. Intell. Res. (JAIR) 24: 889-917 (2005) |
2004 |
18 | EE | 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) |
2003 |
17 | EE | 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 | EE | Luc De Raedt,
Manfred Jaeger,
Sau Dan Lee,
Heikki Mannila:
A Theory of Inductive Query Answering.
ICDM 2002: 123-130 |
14 | EE | 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 | EE | Manfred Jaeger:
Automatic derivation of probabilistic inference rules.
Int. J. Approx. Reasoning 28(1): 1-22 (2001) |
2000 |
10 | EE | 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 | EE | Manfred Jaeger:
Measure Selection: Notions of Rationality and Representation Independence.
UAI 1998: 274-281 |
1997 |
6 | EE | 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 | EE | 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) |