GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models.
Wenbo SuYuanxing ZhangYufeng CaiKaixu RenPengjie WangHuimin YiYue SongJing ChenHongbo DengJian XuLin QuBo ZhengPublished in: NeurIPS (2022)
Keyphrases
- recommender systems
- model selection
- structured prediction
- website
- statistical model
- real time
- text classification
- training process
- neural network model
- complex systems
- parameter estimation
- maximum likelihood
- online learning
- probabilistic model
- prior knowledge
- bayesian networks
- case study
- social networks
- neural network