Cost function for low-dimensional manifold topology assessment | Scientific Reports - Nature

Retrieved on: 2022-08-25 10:07:49

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Probability distributions

Dimension reduction

Stable distributions

Nonlinear dimensionality reduction

Principal component analysis

Autoencoder

Normal distribution

Multivariate normal distribution

Linear discriminant analysis

Kernel embedding of distributions

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Cost function for low-dimensional manifold topology assessment | Scientific Reports - Nature. View article details on HISWAI: https://www.nature.com/articles/s41598-022-18655-1

Excerpt

When manifold learning is used for efficient data visualization, good quality manifolds can help uncover important multivariate relationships in ...

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