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GPU-Accelerated Belief Propagation for Program Analysis

Feng, Haoyu et al.
arXiv (All) · Papers
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software-engineering
Belief Propagation (BP) is a widely used approximate inference algorithm in probabilistic graphical models (PGMs), but is computationally expensive when applied to large-scale program analysis. Existing GPU-based approaches are unable to support flexible update strategies and have yet to integrate l
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