Keywords

#intrinsic_dimension

Intrinsic dimension

The number of variables needed in a minimal representation of multidimensional data

The intrinsic dimension for a data set can be thought of as the number of variables needed in a minimal representation of the data. Similarly, in signal processing of multidimensional signals, the intrinsic dimension of the signal describes how many variables are needed to generate a good approximation of the signal.

Thu 22nd

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Intrinsic dimension Dimensionality reduction Curse of dimensionality Dimension Nearest neighbor search Hausdorff dimension Intrinsic low-dimensional manifold Minkowski–Bouligand dimension Nonlinear dimensionality reduction Latent space
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