Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data.
Charles H. MartinTongsu PengMichael W. MahoneyPublished in: CoRR (2020)
Keyphrases
- neural network
- data sets
- high quality
- data quality
- data collection
- training data
- spatial data
- data sources
- data analysis
- input data
- small number
- statistical analysis
- data points
- high dimensional data
- pattern recognition
- data structure
- data stores
- data generation
- multilayer perceptron
- original data
- raw data
- test data
- data distribution
- missing data
- synthetic data
- computer systems
- access control
- knowledge discovery