2 papers
cs.LG2025
FUnc-SNE: A flexible, Fast, and Unconstrained algorithm for neighbour embeddings
Pierre Lambert, Edouard Couplet, Michel Verleysen +1
Neighbour embeddings (NE) allow the representation of high dimensional datasets into lower dimensional spaces and are often used in data visualisation. In practice, accelerated app…
cs.LG2025
Low-dimensional embeddings of high-dimensional data
Cyril de Bodt, Alex Diaz-Papkovich, Michael Bleher +18
Large collections of high-dimensional data have become nearly ubiquitous across many academic fields and application domains, ranging from biology to the humanities. Since working…