Daniel Dold

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14)

Conferences

AISTATS (2) UAI (1)

Top co-authors

David Rügamer (2) Oliver Dürr (2) Emanuel Sommer (1) Lucas Kook (1) Chris Kolb (1) Tobias Pielok (1) Cornelius Fritz (1) Beate Sick (1) Philipp Baumann (1) David Ruegamer (1)

Keywords

uncertainty quantification (1) posterior sampling (1) deep neural network (1) semi-structured regression (1) subspace inference (1) bayesian approximation (1)

Papers

Paths and Ambient Spaces in Neural Loss Landscapes AISTATS 2025

Bayesian Semi-structured Subspace Inference AISTATS 2024

How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression UAI 2024