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01/28/2023
Selecting Models based on the Risk of Damage Caused by Adversarial Attacks
Regulation, legal liabilities, and societal concerns challenge the adopt...
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06/28/2022
Explaining Any ML Model? – On Goals and Capabilities of XAI
An increasing ubiquity of machine learning (ML) motivates research on al...
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09/29/2020
Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary
Support Vector Data Description (SVDD) is a popular one-class classifier...
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12/04/2019
Active Learning of SVDD Hyperparameter Values
Support Vector Data Description is a popular method for outlier detectio...
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