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[PDF] Practical Bayesian Optimization of Machine Learning Algorithms | Semantic Scholar

semanticscholar.org

[PDF] Practical Bayesian Optimization of Machine Learning Algorithms | Semantic Scholar

This work describes new algorithms that take into account the variable cost of learning algorithm experiments and that can leverage the presence of multiple cores for parallel experimentation and shows that these proposed algorithms improve on previous automatic procedures and can reach or surpass human expert-level optimization for many ...

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