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实时竞价广告中的在线因果推断

Online Causal Inference for Advertising in Real-Time Bidding Auctions

Marketing Science · 2024
被引 9
人大 AFT50UTD24ABS 4*

中文导读

提出一种多臂老虎机方法,在实时竞价广告中同时估计广告效果并控制实验成本。

Abstract

This paper introduces a multiarmed bandit approach to estimate advertising effectiveness and manage experimentation costs in real-time bidding auctions concurrently.

广告因果推断实时竞价在线学习拍卖理论