Many stochastic continuous-state dynamical systems can be modeled as
pro...
Probabilistic loops can be employed to implement and to model different
...
We present an algorithmic approach to estimate the value distributions o...
We present a method to automatically approximate moment-based invariants...
Most data sets comprise of measurements on continuous and categorical
va...
We consider the regression problem where the dependence of the response ...
Ensemble Conditional Variance Estimation (ECVE) is a novel sufficient
di...
Conditional Variance Estimation (CVE) is a novel sufficient dimension
re...
Reduced-rank regression is a dimensionality reduction method with many
a...