Towards optimal experimentation in online systems
The Unofficial Google Data Science Blog
APRIL 23, 2024
This blog post discusses such a comprehensive approach that is used at Youtube. If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP).
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