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Proceedings of the IEEE· 2015Q1· Review

Taking the Human Out of the Loop: A Review of Bayesian Optimization

Bobak Shahriari, Kevin Swersky, Ziyu Wang, Ryan P. Adams et al.

Short summary

Bayesian optimization offers a powerful, increasingly popular approach to automatically tune the numerous configuration parameters in complex Big Data applications, promising significant improvements in both product quality and human productivity.

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Field: Management Science and Operations Research

Management Science and Operations ResearchDecision Sciences