Clemens Hutter

Research Assistant

Address

ETH Zürich
Chair for Mathematical Information Science
Sternwartstr. 7
CH-8092 Zürich
Switzerland

Room: ETF E 118

Tel.: +41 44 632 02 59

Email: huttercl (add )
Website: https://www.clemenshutter.de

Publications

• Journal Papers and Manuscripts
  • Profiling Daily Life Performance Recovery in the Early Subacute Phase After Stroke Using a Graphical Modeling Approach
    J. Veerbeek, C. Hutter, B. Ottiger, S. Micheletti, S. Riedi, E. Bianchi, N. Maaijwee, T. Vanbellingen, and T. Nyffeler, Toggle the table of contents Journal of the American Heart Association, pp. 33, Aug. 2023.
  • Metric entropy limits on recurrent neural network learning of linear dynamical systems
    C. Hutter, R. Gül, and H. Bölcskei, Applied and Computational Harmonic Analysis, Vol. 59, pp. 198-223, July 2022, (invited paper).
  • Knowledge transfer across cell lines using hybrid gaussian process models with entity embedding vectors
    C. Hutter, M. von Stosch, M. N. Cruz Bournazou, and A. Butté, Biotechnology and Bioengineering, Aug. 2021.

Supervised Theses

• Diploma Theses
  • Pan, Yang, "Metric Entropy Limits on Recurrent Neural Network Learning for Lipschitz Fading Memory Systems," Fall semester 2023
    Supervisor(s): Clemens Hutter

• Student Projects
  • Giorgis, Giovanni Michele, "Approximation rates of transformer networks," Spring semester 2024
    Supervisor(s): Clemens Hutter
  • Pan, Yang, "Metric-Entropy-Optimal RNN for Lipschitz Fading Memory System," Fall semester 2022
    Supervisor(s): Clemens Hutter

• Bachelor Theses
  • Bührer, Simon, "ClassFormer: Transformers for Multivariate Time Series Classification," Fall semester 2023
    Supervisor(s): Clemens Hutter
  • Gutjahr, Sven, "Automatic Synopsis Generation from Amendment Proposals for German Law," Spring semester 2022
    Supervisor(s): Clemens Hutter
  • Menet, Nicolas, "Metric Entropy Optimal Identification of Discrete-Time Linear Time-Varying Systems," Fall semester 2021
    Supervisor(s): Clemens Hutter