IsoScore: Measuring the Uniformity of Embedding Space Utilization.

William Rudman Nate Gillman Taylor Rayne Carsten Eickhoff

Published in: ACL (Findings) (2022)

Keyphrases

embedding space
euclidean space
low dimensional
manifold learning
graph embedding
high dimensional
dimensionality reduction
geometric structure
input space
data points
geodesic distance
high dimensional data
support vector
multi dimensional
data representation