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Cited by
All
Since 2019
Citations
5
5
h-index
2
2
i10-index
0
0
0
4
2
2022
2023
2
3
Public access
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2 articles
0 articles
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Co-authors
John A. Lee
UCLouvain Professor, FNRS Research Director
Verified email at uclouvain.be
Cyril de Bodt
Postdoctoral Fellow - MIT
Verified email at mit.edu
Michel Verleysen
Université catholique de Louvain, ICTEAM, EPL
Verified email at uclouvain.be
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Pierre Lambert
PhD student,
Université catholique de Louvain
Verified email at uclouvain.be
machine learning
spiking neuron models and networks
unsupervised learning
dimensionality reduction
data visualisation.
Articles
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Year
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
3
2022
Stochastic quartet approach for fast multidimensional scaling.
P Lambert, C de Bodt, M Verleysen, JA Lee
ESANN, 417-422
, 2021
2
2021
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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