Debiased Contrastive Loss for Collaborative Filtering

Zhuang Liu; Yunpu Ma; Haoxuan Li; Marcel Hildebrandt; Yuanxin Ouyang; Xiong Zhang

doi:10.1007/978-3-031-40289-0_8

ScienceGate Book Chapters

BOOK-CHAPTER

Debiased Contrastive Loss for Collaborative Filtering

Zhuang Liu Yunpu Ma Haoxuan Li Marcel Hildebrandt Yuanxin Ouyang Xiong Zhang

Year: 2023 Lecture notes in computer science Pages: 94-105 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-031-40289-0_8

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Collaborative filtering Softmax function Recommender system Artificial intelligence Machine learning Binary number Sample (material) Cross entropy Binary classification Ranking (information retrieval) Data mining Artificial neural network Principle of maximum entropy Support vector machine

Metrics

Cited By

0.00

FWCI (Field Weighted Citation Impact)

Refs

0.30

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Recommender Systems and Techniques

Physical Sciences → Computer Science → Information Systems

Human Mobility and Location-Based Analysis

Social Sciences → Social Sciences → Transportation

Advanced Graph Neural Networks

Physical Sciences → Computer Science → Artificial Intelligence

Debiased Contrastive Loss for Collaborative Filtering

Metrics

Topics

Related Documents

PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering

Debiased Contrastive Learning For Graph Collaborative Filtering

Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach

Debiased Pairwise Learning for Implicit Collaborative Filtering

Disentangled Contrastive Collaborative Filtering