The Manifold Hypothesis for Gradient-Based Explanations.

Sebastian Bordt Uddeshya Upadhyay Zeynep Akata Ulrike von Luxburg

Published in: CoRR (2022)

Keyphrases

low dimensional
geodesic distance
hypothesis space
parameter space
nonlinear dimensionality reduction
feature selection
geometric structure
riemannian manifolds
graph embedding
riemannian metric
matrix inversion
manifold alignment
generating explanations