Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery

28 August 2023

Papers citing "Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery"

9 / 9 papers shown

Title
Flow Moods: Recommending Music by Moods on Deezer Théo Bontempelli Benjamin Chapus François Rigaud M. Morlon Marin Lorant Guillaume Salha-Galvan 53 17 0 15 Jul 2022
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders Guillaume Salha-Galvan Romain Hennequin Benjamin Chapus Viet-Anh Tran Michalis Vazirgiannis 47 20 0 02 Aug 2021
A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems M. Mansoury Himan Abdollahpouri Mykola Pechenizkiy B. Mobasher Robin Burke FaML 37 45 0 07 Jul 2021
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Tengjiao Wang GNN 168 1,238 0 04 Nov 2020
FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms Gourab K. Patro Arpita Biswas Niloy Ganguly Krishna P. Gummadi Abhijnan Chakraborty FaML 73 233 0 25 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 191 3,674 0 06 Feb 2020
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 266 3,552 0 06 Jun 2018
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 127 3,000 0 07 Aug 2017
Recommendations as Treatments: Debiasing Learning and Evaluation Tobias Schnabel Adith Swaminathan Ashudeep Singh Navin Chandak Thorsten Joachims CML 164 686 0 17 Feb 2016