In this paper, we present a novel nearest neighbor rule-based implementation of the structural risk minimization principle to address a generic classification problem. We propose a fast reference set ...

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Despite the effectiveness of deep neural networks trained with Empirical Risk Minimization (ERM) in medical imaging tasks, these models often exhibit performance degradation when faced with ...