Preprint

Multi-Task Learning of Conditional Mean Operators: applications to dynamical systems and uncertainty quantification

Estimating conditional statistics and learning representations of a population of conditional distributions are central problems in many data-driven applications, including …

sami-chemlal

• Sep 28, 2026 • 1 min read

Geometric Dictionary Learning of Dynamical Systems with Optimal Transport

DOODL learns a dictionary of characteristic spectral dynamics shared across related dynamical systems.

Thibaut Germain

• Jan 1, 2026 • 1 min read

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Preprint

Multi-Task Learning of Conditional Mean Operators: applications to dynamical systems and uncertainty quantification

Geometric Dictionary Learning of Dynamical Systems with Optimal Transport