Talks and Poster Presentations (with Proceedings-Entry):
E. Bartocci, L. Kovacs, S. Stankovic:
"Mora - Automatic Generation of Moment-Based Invariants";
Talk: Proc. of TACAS 2020: the 26th International Conference on Tools and Algorithms for the Construction and Analysis of Systems,
Dublin, Ireland;
2020-04-25
- 2020-04-30; in: "Proc. of TACAS 2020: the 26th International Conference on Tools and Algorithms for the Construction and Analysis of Systems",
Springer,
12078
(2020),
ISBN: 978-3-030-45189-9;
492
- 498.
English abstract:
We introduce Mora, an automated tool for generating invariants of probabilistic programs. Inputs to Mora are so-called Prob-solvable loops, that is probabilistic programs with polynomial assignments over random variables and parametrized distributions. Combining methods from symbolic computation and statistics, Mora computes invariant properties over higher-order moments of loop variables, expressing, for example, statistical properties, such as expected values and variances, over the value distribution of loop variables.
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
http://dx.doi.org/10.1007/978-3-030-45190-5_28