Xavier Gitiaux
4 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Keywords
fair representation
(2)
representation learning
(2)
information bottleneck
(2)
distribution matching
(1)
mutual information
(1)
bias mitigation
(1)
sensitive attribute
(1)
rate-distortion theory
(1)
demographic parity
(1)
fair representation learning
(1)
discrimination detection
(1)
differential fairness
(1)
binary representation
(1)
neural network
(1)
black-box classifier
(1)
information theory
(1)
fairness-information trade-off
(1)
algorithmic fairness
(1)
machine learning fairness
(1)