Do Deep Neural Networks Always Perform Better When Eating More Data?
Jiachen YangZhuo ZhangYicheng GongShukun MaXiaolan GuoYue YangShuai XiaoJiabao WenYang LiXinbo GaoWen LuQinggang MengPublished in: CoRR (2022)
Keyphrases
- neural network
- data processing
- database
- training data
- data sets
- historical data
- high quality
- databases
- data objects
- original data
- data distribution
- synthetic data
- data mining
- fuzzy logic
- image data
- data analysis
- knowledge discovery
- data mining techniques
- input data
- data points
- data collection
- statistical analysis
- prior knowledge
- artificial neural networks
- data acquisition
- pattern recognition
- data quality
- decision trees