conftrace_

Paul Hofman

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

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

UAI (2) AAAI (1)

Top co-authors

Yusuf Sale (3) Eyke Hüllermeier (3) Lisa Wimmer (2) Bernd Bischl (1) Thomas Nagler (1) Timo Löhr (1)

Keywords

epistemic uncertainty (2) aleatoric uncertainty (2) uncertainty quantification (2) selective prediction (1) out-of-distribution detection (1) proper scoring rule (1) conditional entropy (1) mutual information (1)

Papers

Uncertainty Quantification for Machine Learning: One Size Does Not Fit All AAAI 2026 Label-wise Aleatoric and Epistemic Uncertainty Quantification UAI 2024 Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI 2023