Arthur Charpentier
6 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
optimal transport
(2)
demographic parity
(2)
fairness constraint
(2)
linear model
(2)
counterfactual fairness
(2)
bias decomposition
(2)
imbalanced learning
(1)
individual fairness
(1)
algorithmic fairness
(1)
imbalanced regression
(1)
weighted resampling
(1)
compositional data
(1)
probabilistic simplex
(1)
algorithmic discrimination
(1)
model auditing
(1)
strong demographic parity
(1)
multi-marginal wasserstein barycenter
(1)
post-processing approach
(1)
risk-unfairness trade-off
(1)
fair decision making
(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
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
A Sequentially Fair Mechanism for Multiple Sensitive Attributes
AAAI 2024
Data Augmentation for Imbalanced Regression
AISTATS 2023