Severin Reiz

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Symmetric Positive Definite

Multilayer Perceptron

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Keerthi Gaddameedi, Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz
Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition. CoRR (2023)
Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz
Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs. PPAM (1) (2022)
Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz
Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs. CoRR (2022)
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) (2021)
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 (2019)
Chenhan D. Yu, Severin Reiz, George Biros
Distributed O(N) Linear Solver for Dense Symmetric Hierarchical Semi-Separable Matrices. MCSoC (2019)
Chenhan D. Yu, Severin Reiz, George Biros
Distributed-memory hierarchical compression of dense SPD matrices. SC (2018)
Chenhan D. Yu, James Levitt, Severin Reiz, George Biros
Geometry-oblivious FMM for compressing dense SPD matrices. SC (2017)
Chenhan D. Yu, James Levitt, Severin Reiz, George Biros
Geometry-Oblivious FMM for Compressing Dense SPD Matrices. CoRR (2017)