Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.

Shauli Ravfogel Yanai Elazar Hila Gonen Michael Twiton Yoav Goldberg

Published in: ACL (2020)

Keyphrases

null space
linear discriminant analysis
novelty detection
principal components
singular value decomposition
theoretical guarantees
discriminant analysis
lower dimensional
singular values
discriminative information
data sets
dimensionality reduction
machine learning
computer vision
pattern recognition