143 citations · 429 across the 41 of their papers we have counts for
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cs.LG2019★ 4 cited
Knowledge distillation for optimization of quantized deep neural networks
Sungho Shin, Yoonho Boo, Wonyong Sung
Knowledge distillation (KD) is a very popular method for model size reduction. Recently, the technique is exploited for quantized deep neural networks (QDNNs) training as a way to…
math.OC2019★ 21 cited
A Parallel Decomposition Scheme for Solving Long-Horizon Optimal Control Problems
Sungho Shin, Timm Faulwasser, Mario Zanon +1
We present a temporal decomposition scheme for solving long-horizon optimal control problems. In the proposed scheme, the time domain is decomposed into a set of subdomains with pa…