Hans Rosenberger

2026

• Fröhlich J., Heinlein B., Claar J., Rosenberger H., Belagiannis V., Müller R.:
  The Confusion is Real: GRAPHIC - A Network Science Approach to Confusion Matrices in Deep Learning
  In: Transactions on Machine Learning Research (2026)
  ISSN: 2835-8856
  URL: https://openreview.net/forum?id=UP9bx1WJwR
  BibTeX: Download

2025

• Fröhlich J., Rosenberger H., Müller R.:
  Spicing Up LLMs: The Role of PAPRICA Pruning in Linear Computation Coding
  3rd IEEE Conference on Artificial Intelligence, CAI 2025 (Santa Clara, CA, USA, May 2025 - May 2025)
  In: Proceedings - 2025 IEEE Conference on Artificial Intelligence, CAI 2025 2025
  DOI: 10.1109/CAI64502.2025.00064
  BibTeX: Download
• Rosenberger H., Fischer R., Fröhlich J., Bereyhi A., Müller R.:
  Coding for Computation: Efficient Compression of Neural Networks for Reconfigurable Hardware
  2025 IEEE Statistical Signal Processing Workshop (SSP) (Edinburgh, June 2025 - June 2025)
  In: 2025 IEEE Statistical Signal Processing Workshop (SSP), New York City: 2025
  DOI: 10.1109/SSP64130.2025.11073129
  BibTeX: Download

2024

• Rosenberger H., Bereyhi A., Müller R.:
  Graph-based Algorithms for Linear Computation Coding
  International Zurich Seminar on Information and Communication (IZS 2024) (Zürich, March 2024 - March 2024)
  In: Amos Lapidoth, Stefan M. Moser (ed.): International Zurich Seminar on Information and Communication (IZS 2024). Proceedings 2024
  DOI: 10.3929/ethz-b-000664583
  BibTeX: Download

2023

• Karataev A., Rosenberger H., Bereyhi A., Müller R.:
  Storage Constrained Linear Computation Coding
  2023 Data Compression Conference, DCC 2023 (Snowbird, UT, USA, March 2023 - March 2023)
  In: Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagrista, James A. Storer (ed.): Data Compression Conference Proceedings 2023
  DOI: 10.1109/DCC55655.2023.00067
  BibTeX: Download
• Lehnert A., Rosenberger H., Müller R., Reichenbach M.:
  More Efficient CMMs on FPGAs: Instantiated Ternary Adders for Computation Coding
  In: Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2023, p. 275-289
  ISBN: 9783031429200
  DOI: 10.1007/978-3-031-42921-7_19
  BibTeX: Download
• Müller R., Rosenberger H., Reichenbach M.:
  Linear Computation Coding for Convolutional Neural Networks
  DOI: 10.1109/SSP53291.2023.10207943
  BibTeX: Download
• Rosenberger H., Fröhlich J., Bereyhi A., Müller R.:
  Linear Computation Coding: Exponential Search and Reduced-State Algorithms
  2023 Data Compression Conference, DCC 2023 (Snowbird, UT, March 2023 - March 2023)
  In: Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagrista, James A. Storer (ed.): Data Compression Conference Proceedings 2023
  DOI: 10.1109/DCC55655.2023.00038
  BibTeX: Download