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Probabilistic Abstract Interpretation on Neural Networks via Grids Approximation
BACKGROUND
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27 Mar
Probabilistic Abstract Interpretation on Neural Networks via Grids Approximation
REPORT · HOW · ArXiv CS.AI
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27 Mar
Distribution and Clusters Approximations as Abstract Domains in Probabilistic Abstract Interpretation to Neural Network Analysis
arXiv:2603.25273v1 Announce Type: new Abstract: The probabilistic abstract interpretation framework of neural network analysis analyzes a neural network by analyzing its density
REPORT · WHAT · ArXiv CS.AIOPEN STORY
25 Apr
Probabilistic Verification of Neural Networks via Efficient Probabilistic Hull Generation
arXiv:2604.21556v1 Announce Type: new Abstract: The problem of probabilistic verification of a neural network investigates the probability of satisfying the safe constraints in
REPORT · WHEN · ArXiv CS.AIOPEN STORY
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