169 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of StuttgartDE7 papers
- Max Planck Institute for Intelligent SystemsDE6 papers
- Darmstadt University of Applied SciencesDE5 papers
- Institute of MathematicsPL4 papers
- Vietnam Academy of Science and TechnologyVN4 papers
- European UnionBE3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE2 papers
- Institute of PhysicsPL2 papers
- Kavli Institute for Theoretical SciencesCN2 papers
- National Research University Higher School of EconomicsRU2 papers
- Radboud University NijmegenNL2 papers
4 papers · 1 filter
Evaluation of Bagging Predictors with Kernel Density Estimation and Bagging Score
Philipp Seitz, Jan Schmitt, Andreas Schiffler
For a larger set of predictions of several differently trained machine learning models, known as bagging predictors, the mean of all predictions is taken by default. Nevertheless,…
Federated Learning -- Methods, Applications and beyond
Moritz Heusinger, Christoph Raab, Fabrice Rossi +1
In recent years the applications of machine learning models have increased rapidly, due to the large amount of available data and technological progress.While some domains like web…
Transfer learning extensions for the probabilistic classification vector machine
Christoph Raab, Frank-Michael Schleif
Transfer learning is focused on the reuse of supervised learning models in a new context. Prominent applications can be found in robotics, image processing or web mining. In these…
Reactive Soft Prototype Computing for Concept Drift Streams
Christoph Raab, Moritz Heusinger, Frank-Michael Schleif
The amount of real-time communication between agents in an information system has increased rapidly since the beginning of the decade. This is because the use of these systems, e.…