Adversarial Validation in Image Classification Datasets by Means of Cumulative Spectral Gradient

The main objective of a machine learning (ML) system is to obtain a trained model from input data in such a way that it allows predictions to be made on new <i>i.i.d.</i> (Independently and Identically Distributed) data with the lowest possible error. However, how can we assess whether t...

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Bibliographic Details
Main Authors: Diego Renza, Ernesto Moya-Albor, Adrian Chavarro
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/17/11/531
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