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Mar, 2022
APG: 自适应参数生成网络用于点击率预测
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction
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Bencheng Yan, Pengjie Wang, Kai Zhang, Feng Li, Jian Xu...
TL;DR
本文提出了一种称为APG的高效，有效和通用的模块，可以根据不同实例动态地为深度CTR模型生成参数，从而显著提高性能和减少时间成本和内存使用。
Abstract
In many web applications,
deep learning
-based
ctr prediction
models (deep CTR models for short) are widely adopted. Traditional deep CTR models learn patterns in a static manner, i.e., the network parameters are
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