3 papers
cs.IT2026
Compositional Boundaries for Density Fusion
Ratan Bahadur Thapa, Ali Darijani, Jürgen Beyerer +2
Distributed uncertainty-management systems often combine local probabilistic models along aggregation trees chosen by communication, privacy, or scheduling constraints. The final d…
cs.CG2026
A Geometric Gaussian Mixture Representation of Plane Curves
Ali Darijani, Benedikt Stratmann, Jürgen Beyerer
We introduce a user defined probabilistic polygonal representation for plane curves. Given a curve, we select vertices on the curve and connect consecutive vertices by line segment…
stat.ML2026
Comprehensive Description of Uncertainty in Measurement for Representation and Propagation with Scalable Precision
Ali Darijani, Jürgen Beyerer, Zahra Sadat Hajseyed Nasrollah +2
Probability theory has become the predominant framework for quantifying uncertainty across scientific and engineering disciplines, with a particular focus on measurement and contro…