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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
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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