18 citations · 76 across the 12 of their papers we have counts for
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cs.LG2019★ 15 cited
One-Shot Neural Architecture Search via Compressive Sensing
Minsu Cho, Mohammadreza Soltani, Chinmay Hegde
Neural Architecture Search remains a very challenging meta-learning problem. Several recent techniques based on parameter-sharing idea have focused on reducing the NAS running time…
cs.LG2019★ 1 cited
Reducing The Search Space For Hyperparameter Optimization Using Group Sparsity
Minsu Cho, Chinmay Hegde
We propose a new algorithm for hyperparameter selection in machine learning algorithms. The algorithm is a novel modification of Harmonica, a spectral hyperparameter selection appr…