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Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are more efficient for...
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BergstraJames et al. (Wed,) studied this question.
www.synapsesocial.com/papers/6a08d89eaa03afa536e4aad7 — DOI: https://doi.org/10.5555/2188385.2188395
BergstraJames
BengioYoshua
Journal of Machine Learning Research
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