5 citations · 14 across the 12 of their papers we have counts for
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cs.LG2019★ 2 cited
Understanding ML driven HPC: Applications and Infrastructure
Geoffrey Fox, Shantenu Jha
We recently outlined the vision of "Learning Everywhere" which captures the possibility and impact of how learning methods and traditional HPC methods can be coupled together. A pr…
cs.DC2019
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM
Vibhatha Abeykoon, Geoffrey Fox, Minje Kim
Understanding the bottlenecks in implementing stochastic gradient descent (SGD)-based distributed support vector machines (SVM) algorithm is important in training larger data sets.…