Lucas Kook

Publication Activity (10 Years)

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

Top Topics

Regression Model

Polynomial Regression

Ordinary Least Squares

Top Venues

Pattern Recognit.

WIREs Data Mining Knowl. Discov.

Publications

David Rügamer, Chris Kolb, Tobias Weber, Lucas Kook, Thomas Nagler
Generalizing Orthogonalization for Models with Non-Linearities. CoRR (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)
Fernando Marmolejo-Ramos, Mauricio Tejo, Marek Brabec, Jakub Kuzilek, Srecko Joksimovic, Vitomir Kovanovic, Jorge González, Thomas Kneib, Peter Bühlmann, Lucas Kook, Guillermo Briseño-Sánchez, Raydonal Ospina
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics. WIREs Data Mining Knowl. Discov. 13 (1) (2023)
Lucas Kook, Andrea Götschi, Philipp F. M. Baumann, Torsten Hothorn, Beate Sick
Deep interpretable ensembles. CoRR (2022)
Lucas Kook, Beate Sick, Peter Bühlmann
Distributional anchor regression. Stat. Comput. 32 (3) (2022)
Gabriele Campanella, Lucas Kook, Ida Häggström, Torsten Hothorn, Thomas J. Fuchs
Deep conditional transformation models for survival analysis. CoRR (2022)
Lucas Kook, Lisa Herzog, Torsten Hothorn, Oliver Dürr, Beate Sick
Deep and interpretable regression models for ordinal outcomes. Pattern Recognit. 122 (2022)
Lucas Kook, Torsten Hothorn
Regularized Transformation Models: The tramnet Package. R J. 13 (1) (2021)
Lucas Kook, Lisa Herzog, Torsten Hothorn, Oliver Dürr, Beate Sick
Ordinal Neural Network Transformation Models: Deep and interpretable regression models for ordinal outcomes. CoRR (2020)