SpecFL: An Efficient Speculative Federated Learning System for Tree-based Model Training.
Yuhui ZhangLutan ZhaoCheng CheXiaoFeng WangDan MengRui HouPublished in: HPCA (2024)
Keyphrases
- prior knowledge
- supervised learning
- objective function
- probabilistic model
- em algorithm
- learning mechanism
- learning models
- learning systems
- parameter estimation
- high level
- active learning
- knowledge acquisition
- online learning
- unsupervised learning
- learning process
- mathematical model
- statistical model
- conceptual model
- artificial neural networks
- training phase
- decision theoretic
- reinforcement learning