2 papers
cs.IT2026
Gaussian Belief Propagation for Tracking With Unresolved Measurements
Augustin A. Saucan, Florian Meyer, Peter Willett
Unresolved measurements occur in many inference problems where two or more hidden processes may, at times, jointly generate a single measurement. For instance, such phenomena are e…
math.ST2025
Likelihood Functions with Parameter-Dependent Support: A Survey of the Cramér-Rao-Leibniz Lower Bound
Qin Lu, Yaakov Bar-Shalom, Peter Willett
Parameter estimation is a fundamental problem in science and engineering. In many safety-critical applications, one is not only interested in a {\it point} estimator, but also the…