Stochastic data sweeping for fast DNN training.
Wei DengYanmin QianYuchen FanTianfan FuKai YuPublished in: ICASSP (2014)
Keyphrases
- data sets
- raw data
- data analysis
- database
- data quality
- original data
- training data
- synthetic data
- small number
- high quality
- monte carlo
- data sources
- data points
- training samples
- complex data
- training process
- high dimensional data
- training examples
- computer systems
- prior knowledge
- data processing
- input data
- missing data
- sensor data
- training set
- data distribution
- test data
- statistical methods
- data structure
- decision trees
- noisy data
- learning algorithm
- machine learning
- databases