IAMFM combines VCG incentives with multi-fidelity optimization to maximize social welfare in generative advertising, using Active Counterfactual Optimization for feasible payments and providing approximate strategy-proofness guarantees.
You can even make it a theme night (like superheroes or 80s classics)! • Popcorn: Classic movie snack! Several bags, gotta be sweet and salty options
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Incentive-Aware Multi-Fidelity Optimization for Generative Advertising in Large Language Models
IAMFM combines VCG incentives with multi-fidelity optimization to maximize social welfare in generative advertising, using Active Counterfactual Optimization for feasible payments and providing approximate strategy-proofness guarantees.