2 papers
stat.ML2026
Automatic knot selection in smooth additive models
Nicolás Carrizosa, Vanesa Guerrero, MarÃa Durbán
B-spline regression constitutes a widely used framework for nonparametric modeling. The performance of this methodology depends on specifying the number and placement of changepoin…
physics.flu-dyn2025
Actuation manifold from snapshot data
Luigi Marra, Guy Y. Cornejo Maceda, Andrea Meilán-Vila +5
We propose a data-driven methodology to learn a low-dimensional manifold of controlled flows. The starting point is resolving snapshot flow data for a representative ensemble of ac…