Item Recommendation from Implicit Feedback

21 January 2021

Papers citing "Item Recommendation from Implicit Feedback"

14 / 14 papers shown

Title
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 86 1 0 17 Oct 2024
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective Siyi Lin Chongming Gao Jiawei Chen Sheng Zhou Binbin Hu Yan Feng Chun-Yen Chen Can Wang 91 8 0 18 Apr 2024
Neural Collaborative Filtering vs. Matrix Factorization Revisited Steffen Rendle Walid Krichene Li Zhang John R. Anderson 36 419 0 19 May 2020
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research Maurizio Ferrari Dacrema Simone Boglio Paolo Cremonesi Dietmar Jannach 37 196 0 18 Nov 2019
Sampled Softmax with Random Fourier Features A. S. Rawat Jiecao Chen Felix X. Yu A. Suresh Sanjiv Kumar 57 55 0 24 Jul 2019
On the Difficulty of Evaluating Baselines: A Study on Recommender Systems Steffen Rendle Li Zhang Y. Koren 64 127 0 04 May 2019
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 41 47 0 18 Jul 2018
Beyond Greedy Ranking: Slate Optimization via List-CVAE Ray Jiang Sven Gowal Timothy A. Mann Danilo Jimenez Rezende 43 50 0 05 Mar 2018
Adaptive Sampled Softmax with Kernel Based Sampling Guy Blanc Steffen Rendle BDL 59 74 0 02 Dec 2017
TAPAS: Two-pass Approximate Adaptive Sampling for Softmax Yu Bai S. Goldman Li Zhang TPM 28 15 0 10 Jul 2017
A Generic Coordinate Descent Framework for Learning from Implicit Feedback Immanuel Bayer Xiangnan He Bhargav Kanagal Steffen Rendle 60 218 0 15 Nov 2016
Learning to Hash for Indexing Big Data - A Survey Jun Wang Wen Liu Sanjiv Kumar Shih-Fu Chang 58 512 0 17 Sep 2015
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 111 5,706 0 09 May 2012
Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback Balázs Hidasi D. Tikk CML 66 150 0 05 Apr 2012