Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Dictionary-based model reduction for state estimation

Published in Advances in Computational Mathematics, Volume 50, article number 32, (2024), 2024

Inverse problem, model order reduction, sparse approximation, randomized linear algebra.

Recommended citation: Nouy, A., & Pasco, A. (2024). Dictionary-Based Model Reduction for State Estimation. Adv Comput Math, 50(3), 32. doi:10.1007/s10444-024-10129-4
Download Paper | Download Slides | Download Bibtex

Preprints

Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces

Published in arXiv, 2025

High-dimensional approximation, Poincaré inequality, dimension reduction, nonlinear feature learning, deviation inequalities.

Recommended citation: Nouy, A., & Pasco, A. (2025). Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces. Preprint. doi:10.48550/arXiv.2505.01807
Download Paper | Download Slides | Download Bibtex

Alexandre Pasco

Publications

Journal Articles

Dictionary-based model reduction for state estimation

Preprints

Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces