42 citations · 54 across the 7 of their papers we have counts for
Showing 2019Show all
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cs.DC2019★ 1 cited
Running Alchemist on Cray XC and CS Series Supercomputers: Dask and PySpark Interfaces, Deployment Options, and Data Transfer Times
Kai Rothauge, Haripriya Ayyalasomayajula, Kristyn J. Maschhoff +2
Alchemist is a system that allows Apache Spark to achieve better performance by interfacing with HPC libraries for large-scale distributed computations. In this paper, we highlight…
cs.LG2019★ 1 cited
Residual Networks as Nonlinear Systems: Stability Analysis using Linearization
Kai Rothauge, Zhewei Yao, Zixi Hu +1
We regard pre-trained residual networks (ResNets) as nonlinear systems and use linearization, a common method used in the qualitative analysis of nonlinear systems, to understand t…