Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings

25 April 2019

Papers citing "Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings"

21 / 21 papers shown

Title
Exploiting Epistemic Uncertainty in Cold-Start Recommendation Systems Yang Xiang Li Fan Chenke Yin Menglin Kong Chengtao Ji OffRL 71 0 0 22 Feb 2025
AdaF^2M^2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System Yongchun Zhu Jingwu Chen Ling Chen Yongqian Li Feng Zhang Xiao Yang Zuotao Liu 67 0 0 28 Jan 2025
Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems Peng Liu Nian Wang Cong Xu Min Zhao Bin Wang Yi Ren 339 1 0 21 May 2024
Policy Optimization with Model-based Explorations Feiyang Pan Qingpeng Cai Anxiang Zeng C. Pan Qing Da Hua-Lin He Qing He Pingzhong Tang 62 11 0 18 Nov 2018
Fast Matrix Factorization with Non-Uniform Weights on Missing Data Xiangnan He Jinhui Tang Xiaoyu Du Richang Hong Tongwei Ren Tat-Seng Chua 49 65 0 11 Nov 2018
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 60 763 0 08 Oct 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
Lifelong Domain Word Embedding via Meta-Learning Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu CLL 45 39 0 25 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 69 108 0 21 Apr 2018
Policy Gradients for Contextual Recommendations Feiyang Pan Qingpeng Cai Pingzhong Tang Fuzhen Zhuang Qing He OffRL 37 40 0 12 Feb 2018
Recasting Gradient-Based Meta-Learning as Hierarchical Bayes Erin Grant Chelsea Finn Sergey Levine Trevor Darrell Thomas Griffiths BDL 77 509 0 26 Jan 2018
Deep Meta Learning for Real-Time Target-Aware Visual Tracking Janghoon Choi Junseok Kwon Kyoung Mu Lee 43 10 0 26 Dec 2017
Neural Factorization Machines for Sparse Predictive Analytics Xiangnan He Tat-Seng Chua 83 1,293 0 16 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 1,817 0 21 Jun 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
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 806 11,866 0 09 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
Product-based Neural Networks for User Response Prediction Yanru Qu Han Cai Kan Ren Weinan Zhang Yong Yu Ying Wen Jun Wang 72 716 0 01 Nov 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 3,656 0 24 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 417 18,334 0 27 May 2016
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 432 2,944 0 28 Feb 2010