The Manifold Hypothesis for Gradient-Based Explanations.

Sebastian Bordt Uddeshya Upadhyay Zeynep Akata Ulrike von Luxburg

Published in: CVPR Workshops (2023)

Keyphrases

euclidean space
high dimensional
generating explanations
database
data mining
genetic algorithm
feature space
low dimensional
causal models
manifold structure
nonlinear dimensionality reduction
manifold embedding
tangent space