Toward a Better Understanding of Loss Functions for Collaborative Filtering

11 August 2023

Papers citing "Toward a Better Understanding of Loss Functions for Collaborative Filtering"

6 / 6 papers shown

Title
Graph-Structured Driven Dual Adaptation for Mitigating Popularity Bias Miaomiao Cai Lei Chen Yifan Wang Zhiyong Cheng M. Zhang Meng Wang 41 0 0 30 Mar 2025
RAU: Towards Regularized Alignment and Uniformity for Representation Learning in Recommendation Xi Wu Dan Zhang Chao Zhou Liangwei Yang Tianyu Lin Jibing Gong 44 0 0 24 Mar 2025
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank Donald Loveland Xinyi Wu Tong Zhao Danai Koutra Neil Shah Mingxuan Ju 34 1 0 15 Oct 2024
SimCE: Simplifying Cross-Entropy Loss for Collaborative Filtering Xiaodong Yang Huiyuan Chen Yuchen Yan Yuxin Tang Yuying Zhao Eric Xu Yiwei Cai Hanghang Tong 18 3 0 23 Jun 2024
Popularity-Aware Alignment and Contrast for Mitigating Popularity Bias Miaomiao Cai Lei Chen Yifan Wang Haoyue Bai Peijie Sun Le Wu Min Zhang Meng Wang 21 10 0 31 May 2024
When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback? Yushun Dong Jundong Li Tobias Schnabel 38 9 0 02 May 2023