University of Chicago Booth School of Business; Carnegie Mellon University; Carnegie Mellon University and Mohamed bin Zayed University of Artificial Intelligence
Yewen Fan, Nian Si, Kun Zhang
Maximization bias;calibration;distribution shifts;neural networks;recommendation system;computational advertisement
Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems