94 citations · 123 across the 4 of their papers we have counts for
5 papers
A Logic for Default Reasoning About Probabilities
Manfred Jaeger
A logic is defined that allows to express information about statistical probabilities and about degrees of belief in specific propositions. By interpreting the two types of probabi…
Relational Bayesian Networks
Manfred Jaeger
A new method is developed to represent probabilistic relations on multiple random events. Where previously knowledge bases containing probabilistic rules were used for this purpose…
Measure Selection: Notions of Rationality and Representation Independence
Manfred Jaeger
We take another look at the general problem of selecting a preferred probability measure among those that comply with some given constraints. The dominant role that entropy maximiz…
Learning Markov Decision Processes for Model Checking
Hua Mao, Yingke Chen, Manfred Jaeger +3
Constructing an accurate system model for formal model verification can be both resource demanding and time-consuming. To alleviate this shortcoming, algorithms have been proposed…
Ignorability for categorical data
Manfred Jaeger
We study the problem of ignorability in likelihood-based inference from incomplete categorical data. Two versions of the coarsened at random assumption (car) are distinguished, the…