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Unsupervised Approaches to Finding Outliers in Caption-Represented Images

Both supervised and unsupervised machine learning algorithms are often based on regression to the mean. However, the mean can easily be biased by unevenly distributed data, i.e., outlier records. Batch normalization methods address this problem to some extent, but they also influence the data. In te...

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Principais autores: Jakub Zaprzałka, Magdalena Topczewska
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2025-06-01
Series:Entropy
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Acceso en liña:https://www.mdpi.com/1099-4300/27/7/661
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