Search Results for author: Sergejs Kozlovics

Found 2 papers, 1 papers with code

Denoising Diffusion for Sampling SAT Solutions

no code implementations30 Nov 2022 Karlis Freivalds, Sergejs Kozlovics

Generating diverse solutions to the Boolean Satisfiability Problem (SAT) is a hard computational problem with practical applications for testing and functional verification of software and hardware designs.

Denoising

Goal-Aware Neural SAT Solver

1 code implementation14 Jun 2021 Emils Ozolins, Karlis Freivalds, Andis Draguns, Eliza Gaile, Ronalds Zakovskis, Sergejs Kozlovics

To demonstrate the capabilities of the query mechanism, we formulate an unsupervised (not depending on labels) loss function for Boolean Satisfiability Problem (SAT) and theoretically show that it allows the network to extract rich information about the problem.

Cannot find the paper you are looking for? You can Submit a new open access paper.