Kai Rothauge

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Papers (6)

1. Residual Networks as Nonlinear Systems: Stability Analysis using Linearization cs.LG · 2019 · author #1
2. On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent cs.LG · 2018 · author #6
3. Alchemist: An Apache Spark <=> MPI Interface cs.DC · 2018 · author #2
4. Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist cs.DC · 2018 · author #2
5. The Discrete Adjoint Method for Exponential Integration math.OC · 2016 · author #1
6. Numerical Computation of the Gradient and the Action of the Hessian for Time-Dependent PDE-Constrained Optimization Problems math.OC · 2015 · author #1

Mentions

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Frequent Coauthors

• Michael W. Mahoney 4 shared papers
• Alex Gittens 2 shared papers
• Eldad Haber 2 shared papers
• Jey Kottalam 2 shared papers
• Kristyn Maschhoff 2 shared papers
• Lisa Gerhardt 2 shared papers
• Michael Ringenburg 2 shared papers
• Prabhat 2 shared papers
• Shusen Wang 2 shared papers
• Uri Ascher 2 shared papers
• Zhewei Yao 2 shared papers
• Amir Gholami 1 shared papers
• Joseph Gonzalez 1 shared papers
• Nikita Vemuri 1 shared papers
• Noah Golmant 1 shared papers
• Vladimir Feinberg 1 shared papers
• Zixi Hu 1 shared papers