Effective and Efficient Batch Normalization Using a Few Uncorrelated Data for Statistics Estimation.
Zhaodong ChenLei DengGuoqi LiJiawei SunXing HuLing LiangYufei DingYuan XiePublished in: IEEE Trans. Neural Networks Learn. Syst. (2021)
Keyphrases
- data sets
- raw data
- data collection
- data processing
- database
- high quality
- data objects
- data analysis
- statistical analysis
- experimental data
- small number
- image data
- statistical methods
- sensor data
- cost effective
- summary statistics
- original data
- noisy data
- complex data
- estimation process
- probability distribution
- prior knowledge
- training data
- computationally efficient
- high dimensional data
- synthetic data
- computer systems
- principal component analysis
- data distribution
- data sources
- data structure
- bayesian networks
- data quality
- machine learning
- neural network
- databases