Publications

Current Preprints

• ANOVA-boosting for Random Fourier Features
  Daniel Potts, Laura Weidensager
  arXiv: 2404.03050, pdf

• Variable Transformations in combination with Wavelets and ANOVA for high-dimensional approximation
  Daniel Potts, Laura Weidensager
  arXiv: 2207.12826, pdf

Articles

• Estimating vertical ground reaction forces from plantar pressure using interpretable high-dimensional approximation
  Laura Weidensager, Dominik Krumm, Daniel Potts, Stephan Odenwald
  Sports Engineering, 27, Article Number 3 (2024).
  doi

• Predicting object properties based on movement kinematics
  Lena Kopnarski, Laura Lippert, Julian Rudisch, Claudia Voelcker-Rehage
  Brain Informatics, 10, Article Number 29 (2023).
  doi

• Fast Hyperbolic Wavelet Regression meets ANOVA
  Laura Lippert, Daniel Potts, Tino Ullrich
  Numerische Mathematik, 154, 155-207 (2023).
  arXiv: 2108.13197, doi, pdf

• Approximating the Derivative of Manifold-valued Functions
  Ralf Hielscher, Laura Lippert
  Journal of Approximation Theory, 285, 105832 (2022).
  arXiv: 2102.12562, doi, pdf

• Locally isometric Embeddings of Quotients of the Rotation Group Modulo Finite Symmetries
  Ralf Hielscher, Laura Lippert
  Journal of Multivariate Analysis, 185, 104764 (2021).
  arXiv: 2007.09664, doi, pdf

Conference proceedings

• Predicting Object Weights from Giver’s Kinematics in Handover Actions
  Lena Kopnarski, Laura Lippert, Claudia Voelcker-Rehage, Daniel Potts, Julian Rudisch
  Hybrid Societies - Humans Interacting with Embodied Technologies, Vol. 1. Springer, 2023.
  pdf

• Object weights can be predicted from movement kinematics in a replacement task.
  Lena Kopnarski, Laura Lippert, Julian Rudisch, Claudia Voelcker-Rehage,
  Modularität in der motorischen Kontrolle , pp. 89–90. Karlsruhe: Karlsruher Institut für Technologie, 2022.
  doi

Theses

• Approximation mannigfaltigkeitswertiger Funktionen
  Masterarbeit, Technische Universität Chemnitz, 2020. pdf

• Euklidische Einbettungen von Quotienten der Rotationsgruppe modulo endlicher Untergruppen
  Bachelorarbeit, Technische Universität Chemnitz, 2018. pdf