AREAD uses a hierarchy of shared expert networks, pruned per domain, plus counterfactual augmentation of minor-domain data, to improve CTR prediction across over 20 domains.
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One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation
AREAD uses a hierarchy of shared expert networks, pruned per domain, plus counterfactual augmentation of minor-domain data, to improve CTR prediction across over 20 domains.