A Generic Coordinate Descent Framework for Learning from Implicit Feedback

15 November 2016

Papers citing "A Generic Coordinate Descent Framework for Learning from Implicit Feedback"

45 / 45 papers shown

Title
Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation Junfeng Long Hao Wu 43 0 0 09 Aug 2024
The Landscape of Modern Machine Learning: A Review of Machine, Distributed and Federated Learning Omer Subasi Oceane Bel Joseph Manzano Kevin J. Barker FedML OOD PINN 30 2 0 05 Dec 2023
IDVT: Interest-aware Denoising and View-guided Tuning for Social Recommendation Dezhao Yang Jianghong Ma Shanshan Feng Haijun Zhang Zhao Zhang 25 0 0 30 Aug 2023
Safe Collaborative Filtering Riku Togashi Tatsushi Oka Naoto Ohsaka Tetsuro Morimura 18 1 0 08 Jun 2023
HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs Chengming Zhang Shaden Smith Baixi Sun Jiannan Tian Jon Soifer Xiaodong Yu Shuaiwen Leon Song Yuxiong He Dingwen Tao 47 0 0 14 Apr 2023
Graph Collaborative Signals Denoising and Augmentation for Recommendation Ziwei Fan Ke Xu Zhang Dong Hao Peng Jiawei Zhang Philip S. Yu 42 40 0 06 Apr 2023
On the Theories Behind Hard Negative Sampling for Recommendation Wentao Shi Jiawei Chen Fuli Feng Jizhi Zhang Junkang Wu Chongming Gao Xiangnan He BDL 23 34 0 07 Feb 2023
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning Eunkyu Oh Taehun Kim Minsoo Kim Yunhu Ji Sushil Khyalia 30 1 0 22 Sep 2022
Consistent Collaborative Filtering via Tensor Decomposition Shiwen Zhao C. Crissman Guillermo Sapiro FedML 27 0 0 28 Jan 2022
iALS++: Speeding up Matrix Factorization with Subspace Optimization Steffen Rendle Walid Krichene Li Zhang Y. Koren 22 9 0 26 Oct 2021
Revisiting the Performance of iALS on Item Recommendation Benchmarks Steffen Rendle Walid Krichene Li Zhang Y. Koren 20 52 0 26 Oct 2021
Represent Items by Items: An Enhanced Representation of the Target Item for Recommendation Yinjiang Cai Zeyu Cui Shu Wu Zhen Lei Xibo Ma 19 2 0 26 Apr 2021
Item Recommendation from Implicit Feedback Steffen Rendle 13 42 0 21 Jan 2021
Sampling-Decomposable Generative Adversarial Recommender Binbin Jin Defu Lian Zheng Liu Qi Liu Jianhui Ma Xing Xie Enhong Chen 12 39 0 02 Nov 2020
Efficient Optimization Methods for Extreme Similarity Learning with Nonlinear Embeddings Bowen Yuan Yu-Sheng Li Pengrui Quan Chih-Jen Lin 10 2 0 26 Oct 2020
Self-supervised Graph Learning for Recommendation Jiancan Wu Xiang Wang Fuli Feng Xiangnan He Liang Chen Jianxun Lian Xing Xie SSL 33 1,121 0 21 Oct 2020
Rule-Guided Graph Neural Networks for Recommender Systems Xinze Lyu Guangyao Li Jiacheng Huang Wei Hu AI4CE 14 5 0 09 Sep 2020
Implicit Feedback Deep Collaborative Filtering Product Recommendation System K. Bhaskar D. Kundur Y. Lawryshyn BDL 12 3 0 08 Sep 2020
DVE: Dynamic Variational Embeddings with Applications in Recommender Systems Meimei Liu Hongxia Yang AI4TS 20 0 0 27 Aug 2020
Sequential recommendation with metric models based on frequent sequences Corentin Lonjarret Roch Auburtin C. Robardet Marc Plantevit 11 14 0 12 Aug 2020
A Survey on Large-scale Machine Learning Meng Wang Weijie Fu Xiangnan He Shijie Hao Xindong Wu 25 110 0 10 Aug 2020
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval Tao Wu E. Chio Heng-Tze Cheng Yu Du Steffen Rendle ... Ankit Kumar Xiang Ma A. Soares Nitin Jindal Pei Cao DML VLM 16 23 0 07 Aug 2020
Feature Interaction based Neural Network for Click-Through Rate Prediction Dafang Zou Leimin Zhang Jiafa Mao Weiguo Sheng 14 3 0 07 Jun 2020
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback Jiawei Chen Can Wang Sheng Zhou Qihao Shi Jingbang Chen Yan Feng Chun-Yen Chen OffRL 51 56 0 04 Mar 2020
Learning to Recommend from Sparse Data via Generative User Feedback Wenlin Wang Hongteng Xu Ruiyi Zhang Wenqi Wang Piyush Rai Lawrence Carin 16 0 0 21 Oct 2019
Neural Hybrid Recommender: Recommendation needs collaboration Ezgi Yildirim Payam V. Azad cSule Gunduz Ouguducu 17 4 0 29 Sep 2019
An Item Recommendation Approach by Fusing Images based on Neural Networks Wei-Yan Lin Lin Li 21 1 0 04 Jul 2019
Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering Xiaoyu Du Xiangnan He Fajie Yuan Jinhui Tang Zhiguang Qin Tat-Seng Chua HAI 6 26 0 26 Jun 2019
LambdaOpt: Learn to Regularize Recommender Models in Finer Levels Yihong Chen B. Chen Xiangnan He Chen Gao Yong Li Jian-Guang Lou Yue Wang 16 46 0 28 May 2019
Jointly Learning Explainable Rules for Recommendation with Knowledge Graph Weizhi Ma Min Zhang Yue Cao Woojeong Jin Jin Chenyang Wang Yiqun Liu Shaoping Ma Xiang Ren 27 214 0 09 Mar 2019
Which Factorization Machine Modeling is Better: A Theoretical Answer with Optimal Guarantee Ming Lin Shuang Qiu Jieping Ye Xiaomin Song Qi Qian Liang Sun Shenghuo Zhu Rong Jin 13 4 0 30 Jan 2019
Fast Matrix Factorization with Non-Uniform Weights on Missing Data Xiangnan He Jinhui Tang Xiaoyu Du Richang Hong Tongwei Ren Tat-Seng Chua 13 64 0 11 Nov 2018
Capacity Control of ReLU Neural Networks by Basis-path Norm Shuxin Zheng Qi Meng Huishuai Zhang Wei-neng Chen Nenghai Yu Tie-Yan Liu 24 23 0 19 Sep 2018
Aesthetic-based Clothing Recommendation Wenhui Yu Huidi Zhang Xiangnan He Xu Chen Li Xiong Zheng Qin 16 194 0 16 Sep 2018
Regularizing Matrix Factorization with User and Item Embeddings for Recommendation Thanh-Binh Tran Kyumin Lee Yiming Liao Dongwon Lee 11 71 0 31 Aug 2018
Outer Product-based Neural Collaborative Filtering Xiangnan He Xiaoyu Du Xiang Wang Feng Tian Jinhui Tang Tat-Seng Chua 16 338 0 12 Aug 2018
Adversarial Personalized Ranking for Recommendation Xiangnan He Zhankui He Xiaoyu Du Tat-Seng Chua 32 395 0 12 Aug 2018
Efficient Training on Very Large Corpora via Gramian Estimation Walid Krichene Nicolas Mayoraz Steffen Rendle Li Zhang Xinyang Yi Lichan Hong Ed H. Chi John R. Anderson 19 47 0 18 Jul 2018
Self-Attentive Neural Collaborative Filtering Yi Tay Shuai Zhang Anh Tuan Luu S. Hui 29 2 0 17 Jun 2018
Discrete Factorization Machines for Fast Feature-based Recommendation Han Liu Xiangnan He Fuli Feng Liqiang Nie R. Liu Hanwang Zhang 19 43 0 06 May 2018
Connectionist Recommendation in the Wild: On the utility and scrutability of neural networks for personalized course guidance Z. Pardos Zihao Fan Weijie Jiang HAI 29 75 0 26 Mar 2018
Neural Factorization Machines for Sparse Predictive Analytics Xiangnan He Tat-Seng Chua 31 1,286 0 16 Aug 2017
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks Jun Xiao Hao Ye Xiangnan He Hanwang Zhang Fei Wu Tat-Seng Chua 33 908 0 15 Aug 2017
Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking Yi Tay Anh Tuan Luu S. Hui 27 303 0 17 Jul 2017
Item Silk Road: Recommending Items from Information Domains to Social Users Xiang Wang Xiangnan He Liqiang Nie Tat-Seng Chua 16 268 0 10 Jun 2017