no code implementations • 12 Jan 2023 • Inga Strümke, Marija Slavkovik, Clemens Stachl
Decisions such as which movie to watch next, which song to listen to, or which product to buy online, are increasingly influenced by recommender systems and user models that incorporate information on users' past behaviours, preferences, and digitally created content.
no code implementations • 25 May 2022 • David Rügamer, Andreas Bender, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, Clemens Stachl
Here, we propose Factorized Structured Regression (FaStR) for scalable varying coefficient models.
no code implementations • 6 May 2021 • Marija Slavkovik, Clemens Stachl, Caroline Pitman, Jonathan Askonas
An institution, be it a body of government, commercial enterprise, or a service, cannot interact directly with a person.
1 code implementation • 23 Apr 2021 • Quay Au, Julia Herbinger, Clemens Stachl, Bernd Bischl, Giuseppe Casalicchio
However, for researchers and practitioners, it is often equally important to quantify the importance or visualize the effect of feature groups.
no code implementations • 8 Apr 2019 • Quay Au, Daniel Schalk, Giuseppe Casalicchio, Ramona Schoedel, Clemens Stachl, Bernd Bischl
One way to address this problem is the so called problem transformation method.
1 code implementation • 27 Mar 2017 • Philipp Probst, Quay Au, Giuseppe Casalicchio, Clemens Stachl, Bernd Bischl
We implemented several multilabel classification algorithms in the machine learning package mlr.