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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...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Jakub Zaprzałka, Magdalena Topczewska
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-06-01
Schriftenreihe:Entropy
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Online-Zugang:https://www.mdpi.com/1099-4300/27/7/661
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