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
-
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.
-
Metric entropy limits on recurrent neural network learning of linear dynamical systems
Supervised Theses
- Student Projects
- Pan, Yang, "Metric-Entropy-Optimal RNN for Lipschitz Fading Memory System," Fall semester 2022
Supervisor(s): Clemens Hutter
- Pan, Yang, "Metric-Entropy-Optimal RNN for Lipschitz Fading Memory System," Fall semester 2022
- Bachelor Theses
- 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
- Gutjahr, Sven, "Automatic Synopsis Generation from Amendment Proposals for German Law," Spring semester 2022