Deterministic-Allocation
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Deterministic-Allocation and Anonymous Joint Advertising in E-commerce Platforms
arXiv:2506.02435v3 Announce Type: replace Abstract: With the advancement of machine learning, an increasing number of studies are employing automated mechanism design (AMD) methods for optimal auction design. However, all previous AMD architectures designed to generate optimal mechanisms that satisfy near dominant strategy incentive compatibility (DSIC) fail to achieve deterministic allocation, and some also lack anonymity, thereby impacting the efficiency and fairness of advertising...