conftrace_

Alexandre Perez-Lebel

4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

AISTATS (1) EMNLP (1) ICLR (1) ICML (1)

Top co-authors

Gael Varoquaux (3) Marine Le Morvan (2) Thomas Bonald (1) Antoine Saillenfest (1) Fabian M. Suchanek (1) Matthieu Doutreligne (1) Roman Plaud (1) Lihu Chen (1) Sanmi Koyejo (1) Matthieu Labeau (1)

Keywords

confidence calibration (1) hallucination detection (1) group bia (1) fairness in language model (1) grouping loss (1)

Papers

Decision from Suboptimal Classifiers: Excess Risk Pre- and Post-Calibration AISTATS 2025 To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers ICML 2025 Reconfidencing LLMs from the Grouping Loss Perspective EMNLP 2024 Beyond calibration: estimating the grouping loss of modern neural networks ICLR 2023