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Dimension Reduction

nounid 4852·updated May 13, 2026
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Dimension Reductions
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Dimension Reduction's
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Dimension Reductions'

Framework definitions

Understanding Machine Learning: From Theory to Algorithms1 senseview framework →
§1
Dimensionality reduction is the process of taking data in a high dimensional space and mapping it into a new space whose dimensionality is much smaller

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