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Forget picking influencers by headcount; this new framework lets you maximize influence based on your actual ad budget, and it even sharpens the math for the old way of doing things.
Forget sub-Gaussian assumptions: this semi-bandit algorithm adapts to the true covariance structure of outcomes, leading to tighter regret bounds and better performance.
