Probabilistic partition of unity networks for high-dimensional regression problems

no code implementations • 6 Oct 2022 • Tiffany Fan, Nathaniel Trask, Marta D'Elia, Eric Darve

We explore the probabilistic partition of unity network (PPOU-Net) model in the context of high-dimensional regression problems and propose a general framework focusing on adaptive dimensionality reduction.

Dimensionality Reduction regression +2