Francois Hu
4 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
demographic parity
(3)
algorithmic fairness
(2)
fairness constraint
(2)
linear model
(2)
bias decomposition
(2)
fair decision making
(1)
model interpretability
(1)
fairness guarantee
(1)
fair classifier
(1)
model auditing
(1)
strong demographic parity
(1)
multi-marginal wasserstein barycenter
(1)
post-processing approach
(1)
multi-class classification
(1)
risk-unfairness trade-off
(1)
sensitive attribute
(1)
Papers
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint
AAAI 2026
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract)
AAAI 2026
A Sequentially Fair Mechanism for Multiple Sensitive Attributes
AAAI 2024
Fairness guarantees in multi-class classification with demographic parity
JMLR 2024