Statistical Inference for Online Learning and Stochastic Approximation via Hierarchical Incremental Gradient Descent.
Weijie SuYuancheng ZhuPublished in: CoRR (2018)
Keyphrases
- statistical inference
- online learning
- stochastic approximation
- bayesian inference
- monte carlo
- model selection
- graphical models
- statistical learning
- machine learning
- e learning
- cost function
- reinforcement learning
- objective function
- active learning
- statistical methods
- prior information
- probabilistic model
- data points
- theoretical guarantees