Andreas Groll

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Topics

Generalized Additive Models

Machine Learning

Regression Forests

Top Venues

Comput. Stat. Data Anal.

Publications

Lena Schmid, Alexander Gerharz, Andreas Groll, Markus Pauly
Tree-based ensembles for multi-output regression: Comparing multivariate approaches with separate univariate ones. Comput. Stat. Data Anal. 179 (2023)
Andreas Groll, Carsten Wasserfuhr, Leonid Zeldin
Churn modeling of life insurance policies via statistical and machine learning methods - Analysis of important features. CoRR (2022)
Lena Schmid, Alexander Gerharz, Andreas Groll, Markus Pauly
Machine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones? CoRR (2022)
Andreas Groll, Lars Magnus Hvattum, Christophe Ley, Franziska Popp, Gunther Schauberger, Hans Van Eetvelde, Achim Zeileis
Hybrid Machine Learning Forecasts for the UEFA EURO 2020. CoRR (2021)
Alexander Gerharz, Andreas Groll, Gunther Schauberger
Deducing neighborhoods of classes from a fitted model. CoRR (2020)
Tobias Markus Krabel, Thi Ngoc Tien Tran, Andreas Groll, Daniel Horn, Carsten Jentsch
Random boosting and random^2 forests - A random tree depth injection approach. CoRR (2020)
Hendrik van der Wurp, Andreas Groll, Thomas Kneib, Giampiero Marra, Rosalba Radice
Generalised joint regression for count data: a penalty extension for competitive settings. Stat. Comput. 30 (5) (2020)
Andreas Groll, Julien Hambuckers, Thomas Kneib, Nikolaus Umlauf
LASSO-type penalization in the framework of generalized additive models for location, scale and shape. Comput. Stat. Data Anal. 140 (2019)
Andreas Groll, Christophe Ley, Gunther Schauberger, Hans Van Eetvelde, Achim Zeileis
Hybrid Machine Learning Forecasts for the FIFA Women's World Cup 2019. CoRR (2019)
Andreas Groll, Gerhard Tutz
Variable selection for generalized linear mixed models by L 1-penalized estimation. Stat. Comput. 24 (2) (2014)