Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models

4 September 2022

Papers citing "Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models"

6 / 6 papers shown

Title
The Evolution of Embedding Table Optimization and Multi-Epoch Training in Pinterest Ads Conversion Andrew Qiu Shubham Barhate Hin Wai Lui Runze Su Rafael Rios Müller Kungang Li Ling Leng Han Sun Shayan Ehsani Zhifang Liu 26 0 0 08 May 2025
Towards Large-scale Generative Ranking Yanhua Huang Y. Chen Xiong Cao Rui Yang Mingliang Qi ... L. Chen Weihang Chen Min Zhu Ruiwen Xu Lei Zhang 42 0 0 07 May 2025
PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR Prediction Rong Chen Shuzhi Cao Ailong He Shuguang Han Jufeng Chen 51 0 0 24 Mar 2025
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 36 1 0 13 Mar 2024
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao Jingyue Gao Shuguang Han Han Zhu Siran Yang Yuning Jiang Jian Xu Bo Zheng 28 11 0 06 Jun 2023
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,190 0 01 Sep 2014