Severin Reiz

According to our database, Severin Reiz authored at least 9 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the Algorithmic Impact of Scientific Computing on Machine Learning.

Severin Reiz

PhD thesis, 2024

2023

Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition.

Keerthi Gaddameedi, Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz

CoRR, 2023

2022

Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs.

Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz

Proceedings of the Parallel Processing and Applied Mathematics, 2022

2021

Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron.

Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros

SIAM J. Matrix Anal. Appl., 2021

2020

Software for Exascale Computing: Some Remarks on the Priority Program SPPEXA.

Hans-Joachim Bungartz, Wolfgang E. Nagel, Philipp Neumann, Severin Reiz, Benjamin Uekermann

Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

2019

Fast Evaluation and Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron.

Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros

CoRR, 2019

Distributed O(N) Linear Solver for Dense Symmetric Hierarchical Semi-Separable Matrices.

Chenhan D. Yu, Severin Reiz, George Biros

Proceedings of the 13th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2019

2018

Distributed-memory hierarchical compression of dense SPD matrices.

Chenhan D. Yu, Severin Reiz, George Biros

Proceedings of the International Conference for High Performance Computing, 2018

2017

Geometry-oblivious FMM for compressing dense SPD matrices.

Chenhan D. Yu, James Levitt, Severin Reiz, George Biros

Proceedings of the International Conference for High Performance Computing, 2017