Philipp Kopper

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Predictive Modeling

Semi Structured

Top Venues

Artif. Intell. Rev.

J. Stat. Softw.

Publications

Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender
Training Survival Models using Scoring Rules. CoRR (2024)
Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Bernd Bischl, Andreas Bender
Deep learning for survival analysis: a review. Artif. Intell. Rev. 57 (3) (2024)
Lucas Kook, Chris Kolb, Philipp Schiele, Daniel Dold, Marcel Arpogaus, Cornelius Fritz, Philipp F. M. Baumann, Philipp Kopper, Tobias Pielok, Emilio Dorigatti, David Rügamer
How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression. CoRR (2024)
David Rügamer, Chris Kolb, Cornelius Fritz, Florian Pfisterer, Philipp Kopper, Bernd Bischl, Ruolin Shen, Christina Bukas, Lisa Barros de Andrade e Sousa, Dominik Thalmeier, Philipp F. M. Baumann, Lucas Kook, Nadja Klein, Christian L. Müller
deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression. J. Stat. Softw. 105 (2) (2023)
Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Andreas Bender
Deep Learning for Survival Analysis: A Review. CoRR (2023)
Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rügamer
DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis. CoRR (2022)
Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rügamer
DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis. PAKDD (2) (2022)
David Rügamer, Ruolin Shen, Christina Bukas, Lisa Barros de Andrade e Sousa, Dominik Thalmeier, Nadja Klein, Chris Kolb, Florian Pfisterer, Philipp Kopper, Bernd Bischl, Christian L. Müller
deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression. CoRR (2021)
Philipp Kopper, Sebastian Pölsterl, Christian Wachinger, Bernd Bischl, Andreas Bender, David Rügamer
Semi-Structured Deep Piecewise Exponential Models. SPACA (2021)
Philipp Kopper, Sebastian Pölsterl, Christian Wachinger, Bernd Bischl, Andreas Bender, David Rügamer
Semi-Structured Deep Piecewise Exponential Models. CoRR (2020)