Alexandre Pasco

Alexandre Pasco

Postdoctoral Researcher, Ph.D., applied mathematics

Publications

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

Journal Articles

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

Published in Information and Inference: A Journal of the IMA, Volume 15, Issue 1, March 2026, iaag005, 2026

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

Recommended citation: Nouy, A. and Pasco, A. Information and Inference: A Journal of the IMA, Volume 15, Issue 1, March 2026, iaag005, https://doi.org/10.1093/imaiai/iaag005
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Preprints

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

Published in arXiv, 2026

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

Recommended citation: Pasco, A. and Nouy, A. (2025). Surrogate to Poincaré inequalities on manifolds for structured dimension reduction in nonlinear feature spaces. Preprint. doi:10.48550/arXiv.2602.01143
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