Isotonic Layer: A Unified Framework for Recommendation Calibration and Debiasing

Hailing Cheng, Yafang Yang, Hemeng Tao +1

Model calibration and debiasing are fundamental yet operationally expensive challenges in large-scale recommendation systems. Existing approaches treat them as separate problems re…