50 citations · 108 across the 18 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.AI2016★ 1 cited
Lifted Convex Quadratic Programming
Martin Mladenov, Leonard Kleinhans, Kristian Kersting
Symmetry is the essential element of lifted inference that has recently demon- strated the possibility to perform very efficient inference in highly-connected, but symmetric probab…
cs.AI2016
The Symbolic Interior Point Method
Martin Mladenov, Vaishak Belle, Kristian Kersting
A recent trend in probabilistic inference emphasizes the codification of models in a formal syntax, with suitable high-level features such as individuals, relations, and connective…