Johanna S. Fröhlich

According to our database, Johanna S. Fröhlich authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

The Confusion is Real: GRAPHIC - A Network Science Approach to Confusion Matrices in Deep Learning.

Johanna S. Fröhlich, Bastian Heinlein, Jan U. Claar, Hans Rosenberger, Vasileios Belagiannis, Ralf R. Müller

Trans. Mach. Learn. Res., 2026

2025

Coding for Computation: Efficient Compression of Neural Networks for Reconfigurable Hardware.

Hans Rosenberger, Rodrigo Fischer, Johanna S. Fröhlich, Ali Bereyhi, Ralf R. Müller

Proceedings of the IEEE Statistical Signal Processing Workshop, 2025

Spicing Up LLMs: The Role of PAPRICA Pruning in Linear Computation Coding.

Johanna S. Fröhlich, Hans Rosenberger, Ralf R. Müller

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

2023

Linear Computation Coding: Exponential Search and Reduced-State Algorithms.

Hans Rosenberger, Johanna S. Fröhlich, Ali Bereyhi, Ralf R. Müller

Proceedings of the Data Compression Conference, 2023