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← Authors

Stéphane Collot

2 papers · 2023–2026 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) EACL (1)

Top co-authors

Ilan Fridman Rojas (1) William F. Shen (1) Ralph E.Q. Urlus (1) Timon Willi (1) Ilias Leontiadis (1) Max Baak (1) Justin Zhao (1) Colin Fraser (1)

Keywords

learning theory (1) bayesian inference (1) uncertainty quantification (1) class imbalance (1) roc curve (1) precision-recall curve (1) classifier selection (1) balanced accuracy (1) frequentist method (1) youden's j statistic (1)

Papers

Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden’s J statistic EACL 2026 Pointwise sampling uncertainties on the Precision-Recall curve AISTATS 2023