@Article{Kochanski,
author = {Kochanski, G and Golovin, D and Karro, J and Solnik, B and Moitra, S}, 
title = {Bayesian Optimization for a Better Dessert}, 
journal = {research.google.com}, 
volume = {}, 
number = {}, 
pages = {}, 
year = {}, 
abstract = {We present a case study on applying Bayesian Optimization to a complex real-world system; our challenge was to optimize chocolate chip cookies. The process was a mixed-initiative system where both human chefs, human raters, and a machine optimizer participated in 144 experiments. This process resulted in highly rated cookies that deviated from expectations in some surprising ways--much less sugar in California, and cayenne in Pittsburgh. Our experience highlights the importance of incorporating domain expertise and the value of …}, 
location = {}, 
keywords = {}}

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