Hugues Van Assel

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

High Dimensional Problems

Manifold Learning

Qr Decomposition

Dimensionality Reduction

Top Venues

Publications

Hugues Van Assel, Cédric Vincent-Cuaz, Nicolas Courty, Rémi Flamary, Pascal Frossard, Titouan Vayer
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Projection. CoRR (2024)
Hugues Van Assel, Titouan Vayer, Rémi Flamary, Nicolas Courty
Optimal Transport with Adaptive Regularisation. CoRR (2023)
Hugues Van Assel, Titouan Vayer, Rémi Flamary, Nicolas Courty
SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities. NeurIPS (2023)
Hugues Van Assel, Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Nicolas Courty
Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein. CoRR (2023)
Hugues Van Assel, Titouan Vayer, Rémi Flamary, Nicolas Courty
SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities. CoRR (2023)
Hugues Van Assel, Thibault Espinasse, Julien Chiquet, Franck Picard
A Probabilistic Graph Coupling View of Dimension Reduction. NeurIPS (2022)