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ORCIDSeverin Reiz
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2020 – today
- 2024
[b1]Severin Reiz:
On the Algorithmic Impact of Scientific Computing on Machine Learning. Technical University of Munich, Germany, 2024- 2023
- [i4]Keerthi Gaddameedi
, Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz:
Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition. CoRR abs/2311.06115 (2023) - 2022
- [c4]Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz:
Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs. PPAM (1) 2022: 139-152 - [i3]Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz:
Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs. CoRR abs/2208.02017 (2022) - 2021
- [j1]Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros:
Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron. SIAM J. Matrix Anal. Appl. 42(1): 165-184 (2021) - 2020
- [p1]Hans-Joachim Bungartz, Wolfgang E. Nagel, Philipp Neumann, Severin Reiz, Benjamin Uekermann:
Software for Exascale Computing: Some Remarks on the Priority Program SPPEXA. Software for Exascale Computing 2020: 3-18 - [e1]Hans-Joachim Bungartz, Severin Reiz, Benjamin Uekermann, Philipp Neumann, Wolfgang E. Nagel:
Software for Exascale Computing - SPPEXA 2016-2019. Lecture Notes in Computational Science and Engineering 136, Springer 2020, ISBN 978-3-030-47955-8 [contents]
2010 – 2019
- 2019
- [c3]Chenhan D. Yu, Severin Reiz, George Biros:
Distributed O(N) Linear Solver for Dense Symmetric Hierarchical Semi-Separable Matrices. MCSoC 2019: 1-8 - [i2]Chao Chen, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros:
Fast Evaluation and Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron. CoRR abs/1910.12184 (2019) - 2018
- [c2]Chenhan D. Yu, Severin Reiz, George Biros:
Distributed-memory hierarchical compression of dense SPD matrices. SC 2018: 15:1-15:15 - 2017
- [c1]Chenhan D. Yu, James Levitt, Severin Reiz, George Biros:
Geometry-oblivious FMM for compressing dense SPD matrices. SC 2017: 53 - [i1]Chenhan D. Yu, James Levitt, Severin Reiz, George Biros:
Geometry-Oblivious FMM for Compressing Dense SPD Matrices. CoRR abs/1707.00164 (2017)
Coauthor Index
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