Independent Nonlinear Component Analysis

Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space

(2018) Elsa Cazelles et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Vector quantile regression: An optimal transport approach

(2016) Guillaume Carlier et al.   ANNALS OF STATISTICS

The Monge–Ampère equation and its link to optimal transportation

(2014) Guido De Philippis et al.   BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY

Entropic Latent Variable Integration via Simulation

(2014)   ECONOMETRICA

On the interpretation of the logarithmic strain tensor in an arbitrary system of representation

(2014) Marcos Latorre et al.   INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

Numerical solution of the Optimal Transportation problem using the Monge–Ampère equation

(2013) Jean-David Benamou et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Validation of Nonlinear PCA

(2012) Matthias Scholz   NEURAL PROCESSING LETTERS

PRINCIPAL MANIFOLDS AND GRAPHS IN PRACTICE: FROM MOLECULAR BIOLOGY TO DYNAMICAL SYSTEMS

(2010) ALEXANDER N. GORBAN et al.   International Journal of Neural Systems

COMONOTONIC MEASURES OF MULTIVARIATE RISKS

(2010) Ivar Ekeland et al.   MATHEMATICAL FINANCE