Reenvisioning Collaborative Filtering vs Matrix Factorization

28 July 2021

Papers citing "Reenvisioning Collaborative Filtering vs Matrix Factorization"

8 / 8 papers shown

Title
Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems Maurizio Ferrari Dacrema Federico Parroni Paolo Cremonesi Dietmar Jannach 40 17 0 23 Jul 2020
Neural Collaborative Filtering vs. Matrix Factorization Revisited Steffen Rendle Walid Krichene Li Zhang John R. Anderson 40 420 0 19 May 2020
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research Maurizio Ferrari Dacrema Simone Boglio Paolo Cremonesi Dietmar Jannach 37 197 0 18 Nov 2019
Embarrassingly Shallow Autoencoders for Sparse Data Harald Steck 137 251 0 08 May 2019
Addressing the Item Cold-start Problem by Attribute-driven Active Learning Y. Zhu Jinhao Lin S. He Beidou Wang Ziyu Guan Haifeng Liu Deng Cai 135 130 0 23 May 2018
Neural Factorization Machines for Sparse Predictive Analytics Xiangnan He Tat-Seng Chua 77 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 75 918 0 15 Aug 2017
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 116 5,716 0 09 May 2012