Alimama Tech
Dec 21, 2022 · Artificial Intelligence
Adaptive Parameter Generation Network for Click-Through Rate Prediction
Adaptive Parameter Generation Network (APG) dynamically creates sample‑specific model parameters for click‑through‑rate prediction using low‑rank factorization, parameter sharing, and over‑parameterization, achieving up to 0.2% AUC improvement, 3% CTR lift, and up to 96.6% storage reduction with faster inference.
CTR predictionModel Efficiencyadaptive parameter generation
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