Scalable Personalised Item Ranking through Parametric Density Estimation

11 May 2021

Shiníchi Satoh

Papers citing "Scalable Personalised Item Ranking through Parametric Density Estimation"

31 / 31 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 237 30,089 0 01 Mar 2022
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering Jingtao Ding Yuhan Quan Quanming Yao Yong Li Depeng Jin 56 100 0 07 Sep 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 107 1,218 0 01 Jul 2020
Adversarial Example Games A. Bose Gauthier Gidel Hugo Berrard Andre Cianflone Pascal Vincent Simon Lacoste-Julien William L. Hamilton AAML GAN 61 52 0 01 Jul 2020
Neural Collaborative Filtering vs. Matrix Factorization Revisited Steffen Rendle Walid Krichene Li Zhang John R. Anderson 40 420 0 19 May 2020
Reinforced Negative Sampling over Knowledge Graph for Recommendation Xiang Wang Yaokun Xu Xiangnan He Yixin Cao Meng Wang Tat-Seng Chua OffRL 51 183 0 12 Mar 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 64 57 0 04 Mar 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 170 3,624 0 06 Feb 2020
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback Ilya Shenbin Anton M. Alekseev E. Tutubalina Valentin Malykh Sergey I. Nikolenko BDL DRL 99 199 0 24 Dec 2019
Relaxed Softmax for learning from Positive and Unlabeled data Ugo Tanielian Flavian Vasile 95 10 0 17 Sep 2019
Wasserstein Collaborative Filtering for Item Cold-start Recommendation Yitong Meng Guangyong Chen B. Liao Jun Guo Weiwen Liu 21 14 0 10 Sep 2019
Deep Adversarial Social Recommendation Wenqi Fan Hanyu Wang Yao Ma Jianping Wang Jiliang Tang Qing Li GNN 38 69 0 30 May 2019
Neural Graph Collaborative Filtering Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 168 2,965 0 20 May 2019
Exponential Family Estimation via Adversarial Dynamics Embedding Bo Dai Ziqiang Liu H. Dai Niao He Arthur Gretton Le Song Dale Schuurmans 60 53 0 27 Apr 2019
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
Kernel Exponential Family Estimation via Doubly Dual Embedding Heike Adel H. Dai Arthur Gretton Le Song Dale Schuurmans Niao He 37 36 0 06 Nov 2018
A Convex Duality Framework for GANs Farzan Farnia David Tse GAN 59 63 0 28 Oct 2018
Wasserstein Autoencoders for Collaborative Filtering Jingbin Zhong Xiaofeng Zhang 32 26 0 15 Sep 2018
Variational Autoencoders for Collaborative Filtering Dawen Liang Rahul G. Krishnan Matthew D. Hoffman Tony Jebara BDL 173 1,230 0 16 Feb 2018
Adaptive Sampled Softmax with Kernel Based Sampling Guy Blanc Steffen Rendle BDL 59 74 0 02 Dec 2017
Kernel Conditional Exponential Family Michael Arbel Arthur Gretton 50 25 0 15 Nov 2017
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 113 1,055 0 05 Nov 2017
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models Jun Wang Lantao Yu Weinan Zhang Yu Gong Yinghui Xu Benyou Wang Peng Zhang Dell Zhang 71 599 0 30 May 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 166 4,825 0 26 Jan 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 585 28,999 0 09 Sep 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 142 2,059 0 04 Feb 2016
Modeling User Exposure in Recommendation Dawen Liang Laurent Charlin James McInerney David M. Blei 85 389 0 23 Oct 2015
Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics Stephan Clémençon A. Bellet Igor Colin 36 43 0 12 Jan 2015
Density Estimation in Infinite Dimensional Exponential Families Bharath K. Sriperumbudur Kenji Fukumizu Arthur Gretton Aapo Hyvarinen Revant Kumar 63 125 0 12 Dec 2013
Latent Collaborative Retrieval Jason Weston Chong-Jun Wang Ron J. Weiss Adam Berenzweig RALM FedML 54 82 0 18 Jun 2012
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 128 5,716 0 09 May 2012