124 citations · 666 across the 43 of their papers we have counts for
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cs.LG2018★ 19 cited
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks
Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno +3
Large-scale distributed training of deep neural networks suffer from the generalization gap caused by the increase in the effective mini-batch size. Previous approaches try to solv…
cs.PF2018★ 1 cited
Extreme Scale FMM-Accelerated Boundary Integral Equation Solver for Wave Scattering
Mustafa Abduljabbar, Mohammed Al Farhan, Noha Al-Harthi +4
Algorithmic and architecture-oriented optimizations are essential for achieving performance worthy of anticipated energy-austere exascale systems. In this paper, we present an extr…