94 citations · 95 across the 4 of their papers we have counts for
4 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…
The AI&M Procedure for Learning from Incomplete Data
Manfred Jaeger
We investigate methods for parameter learning from incomplete data that is not missing at random. Likelihood-based methods then require the optimization of a profile likelihood tha…