148 citations · 149 across the 3 of their papers we have counts for
3 papers
Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks
Christian Bauckhage, Kristian Kersting, Fabian Hadiji
Properties of networks are often characterized in terms of features such as node degree distributions, average path lengths, diameters, or clustering coefficients. Here, we study s…
Relational Linear Programs
Kristian Kersting, Martin Mladenov, Pavel Tokmakov
We propose relational linear programming, a simple framework for combing linear programs (LPs) and logic programs. A relational linear program (RLP) is a declarative LP template de…
Counting Belief Propagation
Kristian Kersting, Babak Ahmadi, Sriraam Natarajan
A major benefit of graphical models is that most knowledge is captured in the model structure. Many models, however, produce inference problems with a lot of symmetries not reflect…