Scalable estimation strategies based on stochastic approximations: classical results and new insights.
Panos ToulisEdoardo M. AiroldiPublished in: Stat. Comput. (2015)
Keyphrases
- estimation accuracy
- data mining
- search algorithm
- parameter estimation
- stochastic optimization
- memory efficient
- estimation algorithm
- stochastic nature
- data sets
- maximum a posteriori probability
- approximation methods
- web scale
- parametric models
- search strategies
- closed form
- case study
- information systems
- neural network