Thomas Decker

3 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

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

Conferences

AAAI (1) AISTATS (1) ICML (1)

Top co-authors

Florian Buettner (3) Volker Tresp (2) Alexander Koebler (1) Nassim Walha (1) Alireza Javanmardi (1) Yinchong Yang (1) Jindong Gu (1) Eyke Hüllermeier (1) Sebastian G. Gruber (1) Ingo Thon (1)

Keywords

epistemic uncertainty (1) aleatoric uncertainty (1) large language model (1) von neumann entropy (1) uncertainty decomposition (1) spectral uncertainty (1)

Papers

Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach AAAI 2026

Incremental Uncertainty-aware Performance Monitoring with Active Labeling Intervention AISTATS 2025

Provably Better Explanations with Optimized Aggregation of Feature Attributions ICML 2024