79 citations · 114 across the 4 of their papers we have counts for
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cs.LG2018
CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms
Jinwoong Kim, Minkyu Kim, Heungseok Park +6
Many hyperparameter optimization (HyperOpt) methods assume restricted computing resources and mainly focus on enhancing performance. Here we propose a novel cloud-based HyperOpt (C…
cs.LG2017★ 5 cited
Automatic Music Highlight Extraction using Convolutional Recurrent Attention Networks
Jung-Woo Ha, Adrian Kim, Chanju Kim +2
Music highlights are valuable contents for music services. Most methods focused on low-level signal features. We propose a method for extracting highlights using high-level feature…