Gaussian Process Latent Variable Model

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A probabilistic nonlinear generalization of PCA, used for modeling high-dimensional data with low-dimensional embeddings.

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Probabilistic Dimensional Reduction with Gaussian Process Latent Variable Model

Probabilistic Dimensional Reduction with Gaussian Process Latent Variable Model

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A probabilistic nonlinear generalization of PCA, used for modeling high-dimensional data with low-dimensional embeddings.