Search Results for author: Kuldeep S Meel

Found 3 papers, 1 papers with code

Exact ASP Counting with Compact Encodings

1 code implementation19 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.

Testing Probabilistic Circuits

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.

Probabilistic Programming

Partition Function Estimation: A Quantitative Study

no code implementations24 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.

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