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ai-se / hyperall

Compare and contrasts hyperparameter techniques
https://arxiv.org/abs/1807.11112
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Practical Bayesian Optimization of Machine Learning Algorithms #9

Open vivekaxl opened 6 years ago

vivekaxl commented 6 years ago

This might be a good starting point. Don't spend more than 2 hours on the paper. Get a general idea of how BPO works. You can also read (this)[https://arxiv.org/pdf/1801.02175.pdf] for a faster and hand wavy exaplnation.

vivekaxl commented 6 years ago

https://sigopt.com/static/pdf/SigOpt_Bayesian_Optimization_Primer.pdf