7 citations · 30 across the 11 of their papers we have counts for
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stat.ME2022★ 2 cited
Order Determination for Tensor-valued Observations Using Data Augmentation
Una Radojicic, Niko Lietzen, Klaus Nordhausen +1
Tensor-valued data benefits greatly from dimension reduction as the reduction in size is exponential in the number of modes. To achieve maximal reduction without loss in informatio…
stat.CO2022★ 5 cited
Numerical considerations and a new implementation for ICS
Aurore Archimbaud, Zlatko Drmač, Klaus Nordhausen +2
Invariant Coordinate Selection (ICS) is a multivariate data transformation and a dimension reduction method that can be useful in many different contexts. It can be used for outlie…