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Nov, 2016
上下文决策的多维二进制搜索
Multidimensional Binary Search for Contextual Decision-Making
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Ilan Lobel, Renato Paes Leme, Adrian Vladu
TL;DR
构建了一个叫作 “Projected Volume” 的算法，它通过一个新的几何技术，将容积削减策略与“圆柱化”相结合，实现了在多维单位球内搜索状态向量并通过收到的方向猜测其中的夹角，从而优化了动态定价和个性化医疗等决策领域中的应用。
Abstract
We consider a
multidimensional search
problem that is motivated by questions in contextual decision-making, such as
dynamic pricing
and
personali
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