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Denis Mazzucato

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Reduced Products of Abstract Domains for Fairness Certification of Neural NetworksSPLASH 20222022-12-05
Libra is an open‑source static analyzer that certifies dependency fairness for ReLU feedforward classifiers by combining a cheap forward pre‑analysis over…
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Reduced Products of Abstract Domains for Fairness Certification of Neural NetworksSAS 20212021-10-17
Tool analyzes ReLU feed‑forward classifiers and first runs a forward pre-analysis that splits the input space by counting uncertain ReLUs against configurable…
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