Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation.
Peilin ZhouYou-Liang HuangYueqi XieJingqi GaoShoujin WangJae Boum KimSunghun KimPublished in: WWW (2024)
Keyphrases
- learning algorithm
- reinforcement learning
- learning process
- learning models
- statistical analysis
- unsupervised learning
- data processing
- data sets
- learning problems
- background knowledge
- learning systems
- empirical studies
- online learning
- supervised learning
- prior knowledge
- knowledge discovery
- mobile devices
- mobile learning
- data structure
- database
- hidden variables
- high school students