2 citations · 2 across the 7 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
stat.AP2023
Exact and Approximate Moment Derivation for Probabilistic Loops With Non-Polynomial Assignments
Andrey Kofnov, Marcel Moosbrugger, Miroslav Stankovič +2
Many stochastic continuous-state dynamical systems can be modeled as probabilistic programs with nonlinear non-polynomial updates in non-nested loops. We present two methods, one a…
stat.ME2023
Moment-based Density Elicitation with Applications in Probabilistic Loops
Andrey Kofnov, Ezio Bartocci, Efstathia Bura
We propose the K-series estimation approach for the recovery of unknown univariate and multivariate distributions given knowledge of a finite number of their moments. Our method is…