Online Interaction Detection for Click-Through Rate Prediction

27 June 2021

Papers citing "Online Interaction Detection for Click-Through Rate Prediction"

28 / 28 papers shown

Title
Discovering Categorical Main and Interaction Effects Based on Association Rule Mining Qiuqiang Lin Chuanhou Gao 20 11 0 10 Apr 2021
Random Intersection Chains Qiuqiang Lin Chuanhou Gao AI4TS 24 2 0 10 Apr 2021
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 51 87 0 29 Jun 2020
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection Michael Tsang Dehua Cheng Hanpeng Liu Xuening Feng Eric Zhou Yan Liu FAtt 52 60 0 19 Jun 2020
Reluctant Interaction Modeling Guo Yu Jacob Bien Robert Tibshirani 45 21 0 19 Jul 2019
The Kernel Interaction Trick: Fast Bayesian Discovery of Pairwise Interactions in High Dimensions Raj Agrawal Jonathan H. Huggins Brian L. Trippe Tamara Broderick 97 26 0 16 May 2019
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications Yuanfei Luo Mengshuo Wang Hao Zhou Quanming Yao Wei-Wei Tu Yuqiang Chen Qiang Yang Wenyuan Dai 29 109 0 29 Apr 2019
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks Weiping Song Chence Shi Zhiping Xiao Zhijian Duan Yewen Xu Ming Zhang Jian Tang CML 78 856 0 29 Oct 2018
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Jiaxi Tang Ke Wang BDL 66 1,702 0 19 Sep 2018
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data Yanru Qu Bohui Fang Weinan Zhang Ruiming Tang Minzhe Niu Huifeng Guo Yong Yu Xiuqiang He 49 181 0 01 Jul 2018
Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising Junwei Pan Jian Xu A. L. Ruiz Wenliang Zhao Shengjun Pan Yu Sun Quan Lu 67 200 0 09 Jun 2018
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems Jianxun Lian Xiaohuan Zhou Fuzheng Zhang Zhongxia Chen Xing Xie Guangzhong Sun BDL 54 1,048 0 14 Mar 2018
Deep & Cross Network for Ad Click Predictions Ruoxi Wang Bin Fu Gang Fu Mingliang Wang 77 1,233 0 17 Aug 2017
Neural Factorization Machines for Sparse Predictive Analytics Xiangnan He Tat-Seng Chua 83 1,293 0 16 Aug 2017
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks Jun Xiao Hao Ye Xiangnan He Hanwang Zhang Leilei Gan Tat-Seng Chua 78 919 0 15 Aug 2017
Deep Interest Network for Click-Through Rate Prediction Guorui Zhou Cheng-Ning Song Xiaoqiang Zhu Xi-Wang Dai Ziru Xu Xiao Ma Yanghui Yan Junqi Jin Han Li Kun Gai 68 1,820 0 21 Jun 2017
Detecting Statistical Interactions from Neural Network Weights Michael Tsang Dehua Cheng Yan Liu 58 192 0 14 May 2017
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He 114 2,644 0 13 Mar 2017
Field-aware Factorization Machines in a Real-world Online Advertising System Yu-Chin Juan Damien Lefortier O. Chapelle 40 105 0 15 Jan 2017
The xyz algorithm for fast interaction search in high-dimensional data Gian-Andrea Thanei N. Meinshausen Rajen Dinesh Shah 44 25 0 17 Oct 2016
Streaming Recommender Systems Shiyu Chang Yang Zhang Jiliang Tang Dawei Yin Yi-Ju Chang M. Hasegawa-Johnson Thomas S. Huang 36 102 0 21 Jul 2016
Wide & Deep Learning for Recommender Systems Heng-Tze Cheng L. Koc Jeremiah Harmsen T. Shaked Tushar Chandra ... Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu Hemal Shah HAI VLM 149 3,658 0 24 Jun 2016
Deep Learning over Multi-field Categorical Data: A Case Study on User Response Prediction Weinan Zhang Tianming Du Jun Wang AI4CE 74 492 0 11 Jan 2016
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 64 2,086 0 21 Nov 2015
Model Selection for High Dimensional Quadratic Regression via Regularization Ning Hao Yang Feng Hao Helen Zhang 67 105 0 31 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Random Intersection Trees Rajen Dinesh Shah N. Meinshausen 70 44 0 25 Mar 2013
A lasso for hierarchical interactions Jacob Bien Jonathan E. Taylor Robert Tibshirani 187 485 0 22 May 2012