Sophie Hanna Langbein

According to our database, Sophie Hanna Langbein authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Functional Decomposition and Shapley Interactions for Interpreting Survival Models.

Sophie Hanna Langbein, Hubert Baniecki, Fabian Fumagalli, Niklas Koenen, Marvin N. Wright, Julia Herbinger

CoRR, February, 2026

Machine Learning in Epidemiology.

Marvin N. Wright, Lukas Burk, Pegah Golchian, Jan Kapar, Niklas Koenen, Sophie Hanna Langbein

CoRR, February, 2026

2025

Reduction Techniques for Survival Analysis.

Johannes Piller, Léa Orsini, Simon Wiegrebe, John Zobolas, Lukas Burk, Sophie Hanna Langbein, Philip Studener, Markus Goeswein, Andreas Bender

CoRR, August, 2025

Gradient-based Explanations for Deep Learning Survival Models.

Sophie Hanna Langbein, Niklas Koenen, Marvin N. Wright

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Interpretable Machine Learning for Survival Analysis.

Sophie Hanna Langbein, Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek, Marvin N. Wright

CoRR, 2024

2023

survex: an R package for explaining machine learning survival models.

Mikolaj Spytek, Mateusz Krzyzinski, Sophie Hanna Langbein, Hubert Baniecki, Marvin N. Wright, Przemyslaw Biecek

Bioinform., December, 2023