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David P. Hofmeyr

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Preprint Aug 2026

Efficient Estimation of High Information Projections using Nearest Neighbours

An intuitive method for dimensionality reduction is proposed, which is highly effective for finding interesting projections of multivariate data. Following similar intuitive motivation to a number of existing techniques, the proposed method is based on enhancing the nearest neighbour relationships in the data. The prop...

David P. Hofmeyr · 0 citations

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