Search Results for author: Lucy Katsnith

Found 1 papers, 0 papers with code

$σ$-PCA: a unified neural model for linear and nonlinear principal component analysis

no code implementations22 Nov 2023 Fahdi Kanavati, Lucy Katsnith, Masayuki Tsuneki

Essentially, we propose a modification that allows nonlinear PCA to learn not just the second, but also the first rotation -- by maximising both variance and statistical independence.

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