← Authors

Frederik Hoppe

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

Achievements

πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer

Conferences

ACL (1) ECCV (1) NIPS (1)

Top co-authors

Holger Rauhut (2) Felix Krahmer (2) Claudio Mayrink Verdun (2) Udo GΓΆbel (1) Sebastian Endt (1) Marion Irene Menzel (1) Hannah Laus (1) Lars Kleinemeier (1) Hannah Sophie Laus (1) Astrid Franz (1)

Keywords

statistical learning (1) uncertainty quantification (1) high-dimensional learning (1) generative model (1) foundation model (1) confidence interval (1) structural causal model (1) synthetic tabular datum (1) causal model (1) relational datum (1) causal relationship (1) concentration phenomenon (1)

Papers

Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning NIPS 2024
Imaging with Confidence: Uncertainty Quantification for High-dimensional Undersampled MR Images ECCV 2024