Agathe Fernandes Machado
3 papers · 2025–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(10)
Conferences
IJCAI (2)
AAAI (1)
Top co-authors
Keywords
optimal transport
(3)
counterfactual fairness
(2)
dirichlet distribution
(1)
probabilistic graphical model
(1)
bias mitigation
(1)
individual fairness
(1)
categorical datum
(1)
compositional datum
(1)
probabilistic simplex
(1)
algorithmic discrimination
(1)
algorithmic fairness
(1)
sequential transport
(1)
uncertainty quantification
(1)
Papers
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness
AAAI 2025
Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport
IJCAI 2025
Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification
IJCAI 2025