Agathe Fernandes Machado
3 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
optimal transport
(3)
counterfactual fairness
(2)
dirichlet distribution
(1)
probabilistic graphical model
(1)
bias mitigation
(1)
individual fairness
(1)
categorical data
(1)
compositional data
(1)
probabilistic simplex
(1)
algorithmic discrimination
(1)
algorithmic fairness
(1)
sequential transport
(1)
uncertainty quantification
(1)
Papers
Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification
IJCAI 2025
Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport
IJCAI 2025
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness
AAAI 2025