Statistical Analysis of Fixed Mini-Batch Gradient Descent Estimator.
Haobo QiFeifei WangHansheng WangPublished in: J. Comput. Graph. Stat. (2023)
Keyphrases
- statistical analysis
- cost function
- least squares
- objective function
- statistical methods
- database
- batch learning
- statistical analyses
- importance sampling
- loss function
- maximum likelihood
- image reconstruction
- markov chain
- estimation error
- estimation algorithm
- clinical data
- learning rules
- online algorithms
- variance reduction
- information systems
- maximum likelihood estimator
- batch size
- neural network