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Lukas Burk

A large-scale neutral comparison study of survival models on low-dimensional data
2026 · Lukas Burk, John Zobolas, et al. · Bioinformatics · 4
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests
2025 · Kristin Blesch, Niklas Koenen, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
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Flexible Group Fairness Metrics for Survival Analysis
2022 · Raphael Sonabend, Florian Pfisterer, et al. · Research Square · 4
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Energy expenditure prediction in preschool children: a machine learning approach using accelerometry and external validation
2024 · Hannah J Coyle-Asbil, Lukas Burk, et al. · Physiological Measurement · 3
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When Are Scoring Rules Proper? Bridging Theory and Practice in Survival Model Evaluation
2022 · Zobolas, John, Sonabend, Raphael, et al. · arXiv (Cornell University) · 3
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mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration
2025 · Sebastian Fischer, John Zobolas, et al. · The Journal of Open Source Software · 2
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High‐Dimensional Variable Selection With Competing Events Using Cooperative Penalized Regression
2025 · Lukas Burk, Andreas Bender, et al. · Biometrical Journal · 2
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Reduction techniques for survival analysis
2026 · Johannes Piller, Léa Orsini, et al. · Lifetime Data Analysis · 1
Pre-Infection Mental Health, but Not Brain Volumetry, Predicts Risk of Post-COVID Condition: A Population-Based Cohort Study in the German National Cohort (NAKO)
2026 · Claas Flint, Cord Spreckelsen, et al. · medRxiv
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Applied Machine Learning in Epidemiology: Feature Selection, Benchmarks, and Software
2026 · Burk, Lukas · Media (https://www.suub.uni-bremen.de/)
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A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data
2026 · Burk, Lukas, Zobolas, John, et al. · Zenodo (CERN European Organization for Nuclear Research)
mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration
2025 · Fischer, Sebastian, Zobolas, John, et al. · Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Epidemiology
2024 · Marvin N. Wright, Lukas Burk, et al. · Springer eBooks
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Works count: 14
Citation count: 23
H-index: 3
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