David Rügamer

dblp:220/5560 · DBLP profile ↗
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8ranked-venue papers in the field
1as first author
7since 2021 · last 2025
0000-0002-8772-9202ORCID · verified

Domains — venue-derived; a paper can count in several

Data Mining & Knowledge Discovery · 8 (1 first)
YearPublicationVenuePosition
2025 Preventing Sensitive Information Leakage via Post-hoc Orthogonalization with Application to Chest Radiograph Embeddings
Michael Ingrisch, Bernd Bischl, David Rügamer
PAKDD (4)4
2025 On Training Survival Models with Scoring Rules
Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender 0001
ECML/PKDD (7)2
2023 Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis
Michael Ingrisch, Bernd Bischl, David Rügamer
PAKDD (3)4
2023 Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry
Jonas Gregor Wiese, Lisa Wimmer, Theodore Papamarkou, Bernd Bischl, Stephan Günnemann, David Rügamer
ECML/PKDD (1)6
2022 DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis
Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender 0001, David Rügamer
PAKDD (2)5
2022 Factorized Structured Regression for Large-Scale Varying Coefficient Models
David Rügamer, Andreas Bender 0001, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, Clemens Stachl
ECML/PKDD (5)1
2021 Deep Conditional Transformation Models
Philipp F. M. Baumann, Torsten Hothorn, David Rügamer
ECML/PKDD (3)3
2020 A General Machine Learning Framework for Survival Analysis
Andreas Bender 0001, David Rügamer, Fabian Scheipl, Bernd Bischl
ECML/PKDD (3)2