For questions related to the random search method used for hyper-parameter optimization. See, for example, the paper "Random Search for Hyper-Parameter Optimization" (2012) by James Bergstra and Yoshua Bengio.
Questions tagged [random-search]
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Bayesian hyperparameter optimization, is it worth it?
In the Deep Learning book by Goodfellow et al., section 11.4.5 (p. 438), the following claims can be found:
Currently, we cannot unambiguously recommend Bayesian hyperparameter
optimization as an established tool for achieving better deep learning…
Stefano Barone
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