Publications

On the Wasserstein Geodesic Principal Component Analysis of probability measures
Nina Vesseron, Elsa Cazelles, Alice Le Brigant, Thierry Klein
under review
paper

Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures
Nina Vesseron, Louis Béthune, Marco Cuturi
Advances in Neural Information Processing Systems (NeurIPS 2025)
paper

On a Neural Implementation of Brenier’s Polar Factorization
Nina Vesseron, Marco Cuturi
Spotlight in International Conference on Machine Learning (ICML 2024)
paper

Deep Neural Networks are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond
Nina Vesseron, Ievgen Redko, Charlotte Laclau
International Conference on Artificial Intelligence and Statistics (AISTATS 2021)
paper