Hugues Van Assel

According to our database, Hugues Van Assel authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection.

Hugues Van Assel, Cédric Vincent-Cuaz, Nicolas Courty, Rémi Flamary, Pascal Frossard, Titouan Vayer

CoRR, 2024

2023

Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein.

Hugues Van Assel, Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Nicolas Courty

CoRR, 2023

Optimal Transport with Adaptive Regularisation.

Hugues Van Assel, Titouan Vayer, Rémi Flamary, Nicolas Courty

CoRR, 2023

SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities.

Hugues Van Assel, Titouan Vayer, Rémi Flamary, Nicolas Courty

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

A Probabilistic Graph Coupling View of Dimension Reduction.

Hugues Van Assel, Thibault Espinasse, Julien Chiquet, Franck Picard

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022