Agathe Fernandes-Machado

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (1)Eval Frameworks & Benchmarks (1)Scalable Oversight & Alignment Theory (1)

Frequent co-authors

Arthur Charpentier (2)Iryna Voitsitska (1)Ewen Gallic (1)

Papers (2)

Mar 16, 2026

Mila1d ago·also CNRS, Kyoto, Ukrainian Catholic University, Université du Québec à Montréal (UQAM)

Sequential Transport for Causal Mediation Analysis

Ditch the cross-world counterfactuals: Sequential Transport offers a DAG-aware, optimal transport approach to causal mediation analysis, providing deterministic counterfactual mediators and fine-grained attribution.

Agathe Fernandes-Machado, Iryna Voitsitska, Arthur Charpentier +1

Natural Language Processing

Université du Québec à Montréal (UQAM)1d ago·also Kyoto

Decomposing Probabilistic Scores: Reliability, Information Loss and Uncertainty

Decomposing probabilistic scores reveals exactly how much information is lost when a predictor simplifies the input data, offering a new lens for understanding calibration and model aggregation.

Arthur Charpentier, Agathe Fernandes-Machado

Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory

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Agathe Fernandes-Machado

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)