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Gain-Sharing Optimization in Randomized Primal--Dual Analysis: Structure and Certification
Randomized primal--dual guarantees for online matching and allocation often depend on a gain-sharing function that determines how algorithmic gains are distributed among dual variables and, in some settings, also affects allocation decisions. We study the best certificate obtainable by optimizing th
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