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Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks.
Jiazhi Li
Mahyar Khayatkhoei
Jiageng Zhu
Hanchen Xie
Mohamed E. Hussein
Wael AbdAlmageed
Published in:
CoRR (2023)
Keyphrases
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information theoretic
neural network
information theory
mutual information
theoretic framework
competitive learning
information bottleneck
information theoretic measures
log likelihood
multi modality
relative entropy
jensen shannon divergence
entropy measure
kullback leibler divergence
upper bound
pattern recognition
attribute values
worst case
minimum description length
distributional clustering
image segmentation