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Lorenzo Perini

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Deep Neural Network Benchmarks for Selective Classification

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Jan 23, 2024
Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore Ruggieri

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Unsupervised Anomaly Detection with Rejection

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May 22, 2023
Lorenzo Perini, Jesse Davis

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How to Allocate your Label Budget? Choosing between Active Learning and Learning to Reject in Anomaly Detection

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Jan 07, 2023
Lorenzo Perini, Daniele Giannuzzi, Jesse Davis

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Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection

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Oct 19, 2022
Lorenzo Perini, Paul Buerkner, Arto Klami

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Machine Learning with a Reject Option: A survey

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Jul 23, 2021
Kilian Hendrickx, Lorenzo Perini, Dries Van der Plas, Wannes Meert, Jesse Davis

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