David Rgamer
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
33
Venues
12
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
33 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Paths and Ambient Spaces in Neural Loss Landscapes. | Daniel Dold, Julius Kobialka, Nicolai Palm, Emanuel Sommer, David Rgamer, Oliver Drr |
| 2025 | AISTATS | Additive Model Boosting: New Insights and Path(ologie)s. | Rickmer Schulte, David Rgamer |
| 2025 | ICCV | How to Make Your Cell Tracker Say "I Dunno!". | Richard D. Paul, Johannes Seiffarth, David Rgamer, Katharina Nh, Hanno Scharr |
| 2025 | ICLR | Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries. | Chris Kolb, Tobias Weber, Bernd Bischl, David Rgamer |
| 2025 | ICLR | Calibrating LLMs with Information-Theoretic Evidential Deep Learning. | Yawei Li, David Rgamer, Bernd Bischl, Mina Rezaei |
| 2025 | ICLR | Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks. | Emanuel Sommer, Jakob Robnik, Giorgi Nozadze, Uros Seljak, David Rgamer |
| 2025 | ICML | Position: The Future of Bayesian Prediction Is Prior-Fitted. | Samuel Mller, Arik Reuter, Noah Hollmann, David Rgamer, Frank Hutter |
| 2025 | ICML | Revisiting Unbiased Implicit Variational Inference. | Tobias Pielok, Bernd Bischl, David Rgamer |
| 2025 | ICML | Can Transformers Learn Full Bayesian Inference in Context? | Arik Reuter, Tim G. J. Rudner, Vincent Fortuin, David Rgamer |
| 2025 | ICML | Adjustment for Confounding using Pre-Trained Representations. | Rickmer Schulte, David Rgamer, Thomas Nagler |
| 2025 | ICMLA | Enhancing Heavy Rain Nowcasting with Multimodal Data: Integrating Radar and Satellite Observations. | Rama Kassoumeh, David Rgamer, Henning Oppel |
| 2025 | PAKDD | Preventing Sensitive Information Leakage via Post-hoc Orthogonalization with Application to Chest Radiograph Embeddings. | Tobias Weber, Michael Ingrisch, Bernd Bischl, David Rgamer |
| 2025 | UAI | Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals. | Marcel Arpogaus, Thomas Kneib, Thomas Nagler, David Rgamer |
| 2024 | AISTATS | Bayesian Semi-structured Subspace Inference. | Daniel Dold, David Rgamer, Beate Sick, Oliver Drr |
| 2024 | AISTATS | Scalable Higher-Order Tensor Product Spline Models. | David Rgamer |
| 2024 | ICML | Position: Why We Must Rethink Empirical Research in Machine Learning. | Moritz Herrmann, F. Julian D. Lange, Katharina Eggensperger, Giuseppe Casalicchio, Marcel Wever, Matthias Feurer, David Rgamer, Eyke Hllermeier, Anne-Laure Boulesteix, Bernd Bischl |
| 2024 | ICML | Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI. | Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David B. Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, Jos Miguel Hernndez-Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A. Osborne, Tim G. J. Rudner, David Rgamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang |
| 2024 | ICML | Generalizing Orthogonalization for Models with Non-Linearities. | David Rgamer, Chris Kolb, Tobias Weber, Lucas Kook, Thomas Nagler |
| 2024 | ICML | Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? | Emanuel Sommer, Lisa Wimmer, Theodore Papamarkou, Ludwig Bothmann, Bernd Bischl, David Rgamer |
| 2024 | IJCAI | Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry (Extended Abstract). | Jonas Gregor Wiese, Lisa Wimmer, Theodore Papamarkou, Bernd Bischl, Stephan Gnnemann, David Rgamer |
| 2024 | WACV | Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction. | Tobias Weber, Michael Ingrisch, Bernd Bischl, David Rgamer |
| 2024 | UAI | How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression. | Lucas Kook, Chris Kolb, Philipp Schiele, Daniel Dold, Marcel Arpogaus, Cornelius Fritz, Philipp F. M. Baumann, Philipp Kopper, Tobias Pielok, Emilio Dorigatti, David Rgamer |
| 2023 | AISTATS | Frequentist Uncertainty Quantification in Semi-Structured Neural Networks. | Emilio Dorigatti, Benjamin Schubert, Bernd Bischl, David Rgamer |
| 2023 | ICLR | Approximate Bayesian Inference with Stein Functional Variational Gradient Descent. | Tobias Pielok, Bernd Bischl, David Rgamer |
| 2023 | ICML | A New PHO-rmula for Improved Performance of Semi-Structured Networks. | David Rgamer |
| 2023 | PAKDD | Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis. | Tobias Weber, Michael Ingrisch, Bernd Bischl, David Rgamer |
| 2022 | ICDM | Joint Debiased Representation Learning and Imbalanced Data Clustering. | Mina Rezaei, Emilio Dorigatti, David Rgamer, Bernd Bischl |
| 2022 | ICPR | Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition. | Felix Ott, David Rgamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler |
| 2022 | IJCAI | Uncertainty-aware Evaluation of Time-series Classification for Online Handwriting Recognition with Domain Shift. | Andreas Kla, Sven M. Lorenz, Martin W. Lauer-Schmaltz, David Rgamer, Bernd Bischl, Christopher Mutschler, Felix Ott |
| 2022 | MICCAI | Implicit Embeddings via GAN Inversion for High Resolution Chest Radiographs. | Tobias Weber, Michael Ingrisch, Bernd Bischl, David Rgamer |
| 2022 | PAKDD | DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis. | Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rgamer |
| 2022 | WACV | Joint Classification and Trajectory Regression of Online Handwriting using a Multi-Task Learning Approach. | Felix Ott, David Rgamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler |
| 2021 | ICMLA | Deep Semi-supervised Learning for Time Series Classification. | Jann Goschenhofer, Rasmus Hvingelby, David Rgamer, Janek Thomas, Moritz Wagner, Bernd Bischl |