1 code implementation • 19 Dec 2023 • Mohimenul Kabir, Supratik Chakraborty, Kuldeep S Meel
In recent years, there has been growing interest in problems beyond satisfiability, such as model counting, in the context of ASP.
no code implementations • NeurIPS 2021 • Yash Pralhad Pote, Kuldeep S Meel
Thus, given two probabilistic circuits, a fundamental problem of interest is to determine whether their distributions are close to each other. The primary contribution of this paper is a closeness test for PCs with respect to the total variation distance metric.
no code implementations • 24 May 2021 • Durgesh Agrawal, Yash Pote, Kuldeep S Meel
Given the #P-hardness of computing the partition function, several techniques have been proposed over the years with varying guarantees on the quality of estimates and their runtime behavior.