List of Student Projects involving PLSSVM

Theses

• Bachelor Thesis: Multi-Node Parallelization of the PLSSVM Library by Nicolas Hauf.
• Master Thesis: Analysis of mixed accuracy and the use of specialized GPU matrix units based on the PLSSVM application by Benjamin Kurz.

@mastersthesis{kurz2022analyse,
  title={Analyse gemischter Genauigkeit und der Nutzung von spezialisierten GPU-Matrixeinheiten anhand der PLSSVM Anwendung},
  author={Kurz, Benjamin},
  year={2022},
  doi={http://dx.doi.org/10.18419/opus-12767}
}

• Master Thesis: Analysis of different preconditioners for kernel matrices based on the PLSSVM library using SYCL by Jonas Horstmann.

Other Projects

• Bachelor Forschungsprojekt: Sparse Datastructures for the „Parallel Least Squares Support Vector Machine“ (PLSSVM) by Arlt, Boschmann, Duttle, Miliczek, Schmidt.
• Bachelor Forschungsprojekt: A Comparison of Neural Networks and a Parallel Least Squares Support Vector Machine Based on Complexity and Energy Consumption by Baratto, Möllmann, Onyems, Schulte, Bloch.