Author

F'elix Laplante

h-index 1 View on Semantic Scholar

We have 1 of 4 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Jul 2026

Contrast-Free ICA and Causal Inference via Wasserstein Distances to the Gaussian

This work defines empirical plug-in estimators and prove distribution-free uniform convergence under finite-moment assumptions, before detailing three practical solvers: a Picard-style orthogonal optimizer for ICA, an exhaustive dynamic program for causal order search, and a greedy order search variant.

F'elix Laplante, C. Ambroise, Pierre Humbert · 1 citation