Scalable Asynchronous Gradient Descent Optimization for Out-of-Core Models.
Chengjie QinMartin TorresFlorin RusuPublished in: Proc. VLDB Endow. (2017)
Keyphrases
- probabilistic model
- response surface
- computational models
- global optimization
- statistical methods
- statistical model
- optimization algorithm
- decision trees
- neural network
- objective function
- prior knowledge
- case study
- machine learning algorithms
- information systems
- data mining
- real time
- constrained optimization
- accurate models
- database