research
∙
09/20/2023
Colour Passing Revisited: Lifted Model Construction with Commutative Factors
Lifted probabilistic inference exploits symmetries in a probabilistic mo...
share
research
∙
07/06/2023
DPM: Clustering Sensitive Data through Separation
Privacy-preserving clustering groups data points in an unsupervised mann...
research
∙
10/18/2021
On the Completeness and Complexity of the Lifted Dynamic Junction Tree Algorithm
Lifted inference allows to perform inference in polynomial time w.r.t. d...
research
∙
11/16/2019
Taming Reasoning in Temporal Probabilistic Relational Models
Evidence often grounds temporal probabilistic relational models over tim...
research
∙
07/02/2018
Answering Hindsight Queries with Lifted Dynamic Junction Trees
The lifted dynamic junction tree algorithm (LDJT) efficiently answers fi...
research
∙
07/02/2018
