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math.NA2022
Linear Dimensionality Reduction
Alain Franc
These notes are an overview of some classical linear methods in Multivariate Data Analysis. This is a good old domain, well established since the 60's, and refreshed timely as a ke…
math.NA2022★ 1 cited
Tensor Ranks for the Pedestrian for Dimension Reduction and Disentangling Interactions
Alain Franc
A tensor is a multi-way array that can represent, in addition to a data set, the expression of a joint law or a multivariate function. As such it contains the description of the in…