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Research map / Learning theory and algorithms / Submodular and game algorithms

Mechanism Design in Social Networks

AAAI 2017 · Learning theory and algorithms › Submodular and game algorithms · approach: Learned auction design · 64 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Replace diffusion-critical-node VCG payments with IDM's payment-increase rewardsSingle-item social network auction · Social network auctionseller revenueHelped
Extend VCG to reward buyers whose diffusion enables other buyers to participateVCG · Social network auctionseller revenue: -(l-1)Hurt
Use IDM rather than a second price auction without diffusion incentivesSingle-item social network auction · Social network auctionseller revenueHelped
Incentivize truthful valuation reports and diffusion to all neighbors with VCGVCG · Social network auctionincentive compatibilityHelped
Use IDM allocation and payment rulesSingle-item social network auction · Social network auctionincentive compatibilityHelped
Use IDM allocation and payment rulesSingle-item social network auction · Social network auctionindividual rationalityHelped

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