143 citations · 429 across the 41 of their papers we have counts for
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cs.DC2018
Workload-aware Automatic Parallelization for Multi-GPU DNN Training
Sungho Shin, Youngmin Jo, Jungwook Choi +3
Deep neural networks (DNNs) have emerged as successful solutions for variety of artificial intelligence applications, but their very large and deep models impose high computational…
math.OC2018★ 23 cited
Decentralized Schemes with Overlap for Solving Graph-Structured Optimization Problems
Sungho Shin, Victor M. Zavala, Mihai Anitescu
We present a new algorithmic paradigm for the decentralized solution of graph-structured optimization problems that arise in the estimation and control of network systems. A key an…