FEEDBACK LOOP AMPLIFICATION IN ALGORITHMIC BUDGET ALLOCATION: A DISCRETE LOGISTIC MODEL OF THE ADVERTISER DEATH SPIRAL
Abstract
Modern automated bidding systems on Google Performance Max and Meta Advantage+ behave as contextual bandits whose reward channel is the advertiser's own conversion stream.
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