V-PoP and C-PoP mechanisms use ML predictions of bidder collusion to split items and set posted prices, delivering high welfare and revenue even under misclassification in multi-unit single-minded auctions.
Ranojoy Basu and Conan Mukherjee
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Collusion-proof Auction Design using Side Information
V-PoP and C-PoP mechanisms use ML predictions of bidder collusion to split items and set posted prices, delivering high welfare and revenue even under misclassification in multi-unit single-minded auctions.