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A General Machine Learning Framework for Survival Analysis.

, , , and . ECML/PKDD (3), volume 12459 of Lecture Notes in Computer Science, page 158-173. Springer, (2020)

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Semi-Structured Deep Piecewise Exponential Models., , , , , and . CoRR, (2020)Deep Conditional Transformation Models., , and . ECML/PKDD (3), volume 12977 of Lecture Notes in Computer Science, page 3-18. Springer, (2021)Inference for L2-Boosting., and . Stat. Comput., 30 (2): 279-289 (2020)Probabilistic time series forecasts with autoregressive transformation models., , , and . Stat. Comput., 33 (2): 37 (April 2023)DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis., , , , and . PAKDD (2), volume 13281 of Lecture Notes in Computer Science, page 249-261. Springer, (2022)Bayesian Semi-structured Subspace Inference., , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1819-1827. PMLR, (2024)Challenges in Interpreting Epidemiological Surveillance Data - Experiences from Germany., , , , , , , , , and 3 other author(s). J. Comput. Graph. Stat., 32 (3): 765-766 (2023)Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction., , , and . CoRR, (2023)Developing Open Source Educational Resources for Machine Learning and Data Science., , , , , , and . CoRR, (2021)Implicit Embeddings via GAN Inversion for High Resolution Chest Radiographs., , , and . MAD@MICCAI, volume 13823 of Lecture Notes in Computer Science, page 22-32. Springer, (2022)