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Pierre Lambert
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SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
P Lambert, C De Bodt, M Verleysen, JA Lee
Neurocomputing 503, 17-27, 2022
32022
Stochastic quartet approach for fast multidimensional scaling.
P Lambert, C de Bodt, M Verleysen, JA Lee
ESANN, 417-422, 2021
22021
Globally local and fast explanations of 𝑡-SNE-like nonlinear embeddings
P Lambert, R Marion, J Albert, E Jean, S Corbugy, C de Bodt
2022
Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding.
P Lambert, JA Lee, M Verleysen, C de Bodt
ESANN, 2021
2021
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Articles 1–4