3 citations · 3 across the 4 of their papers we have counts for
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stat.ML2023
Probabilistic Safety Regions Via Finite Families of Scalable Classifiers
Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene +1
Supervised classification recognizes patterns in the data to separate classes of behaviours. Canonical solutions contain misclassification errors that are intrinsic to the numerica…
cs.LG2023★ 3 cited
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence
Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene +2
Everyday life is increasingly influenced by artificial intelligence, and there is no question that machine learning algorithms must be designed to be reliable and trustworthy for e…