Active Subspaces Emerging Ideas For Dimension tive subspace methods rely on linear combinations of inputs, new variants explore nonlinear active subspaces, where the dominant directions are allowed to vary in a nonlinear fashion. This approach helps capture more complex C Candido Herman Oct 2, 2025