conftrace_

Yusuf Sale

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

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) ❓ The Questioner (2)

Conferences

UAI (4) AAAI (1) ICML (1)

Top co-authors

Eyke Hüllermeier (6) Paul Hofman (3) Michele Caprio (2) Lisa Wimmer (2) Bernd Bischl (1) Thomas Nagler (1) Tobias Florin Oberkofler (1) Timo Löhr (1) Viktor Bengs (1) Jonas Hanselle (1)

Keywords

epistemic uncertainty (3) aleatoric uncertainty (2) uncertainty quantification (2) selective prediction (1) credal set (1) out-of-distribution detection (1) proper scoring rule (1) geometric representation (1) conditional entropy (1) mutual information (1)

Papers

Uncertainty Quantification for Machine Learning: One Size Does Not Fit All AAAI 2026 Conformal Prediction without Nonconformity Scores UAI 2025 Second-Order Uncertainty Quantification: A Distance-Based Approach ICML 2024 Label-wise Aleatoric and Epistemic Uncertainty Quantification UAI 2024 Is the volume of a credal set a good measure for epistemic uncertainty? UAI 2023 Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI 2023