Edouard Couplet

According to our database, Edouard Couplet authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Improving on early exaggeration in t -SNE: Early hierarchization better preserves global structure.

John A. Lee, Edouard Couplet, Pierre Lambert, Pierre Merveille, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen

Neurocomputing, 2026

Multi-Scale Stochastic Neighbor Embedding with Twice Adaptive Bandwidths.

John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Dounia Mulders, Cyril de Bodt, Michel Verleysen

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

Interpretable Parametric Neighbour Embedding.

Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

FUnc-SNE: A flexible, Fast, and Unconstrained algorithm for neighbour embeddings.

Pierre Lambert, Edouard Couplet, Michel Verleysen, John Aldo Lee

CoRR, September, 2025

Can MDS rival with t-SNE by using the symmetric Kullback-Leibler divergence\\ across neighborhoods as a pseudo-distance?

John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

2024

Investigating latent representations and generalization in deep neural networks for tabular data.

Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt

Neurocomputing, 2024

Estimated neighbour sets and smoothed sampled global interactions are sufficient for a fast approximate tSNE.

Pierre Lambert, Edouard Couplet, Cyril de Bodt, John A. Lee

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

Forget early exaggeration in t-SNE: early hierarchization preserves global structure.

John A. Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Natively Interpretable t-SNE.

Edouard Couplet, Pierre Lambert, Michel Verleysen, Dounia Mulders, John A. Lee, Cyril de Bodt

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Nesterov momentum and gradient normalization to improve t-SNE convergence and neighborhood preservation, without early exaggeration.

Pierre Lambert, John A. Lee, Edouard Couplet, Cyril de Bodt

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

On the number of latent representations in deep neural networks for tabular data.

Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023