Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence.
Ciro GrecoAndrea PolonioliJacopo TagliabuePublished in: CoRR (2019)
Keyphrases
- data streams
- data distribution
- data sets
- artificial intelligence
- machine learning
- probability distribution
- synthetic data
- data analysis
- small number
- real time
- application domains
- missing data
- input data
- missing values
- data collection
- intelligent systems
- data processing
- database
- knowledge discovery
- data points
- data sources
- long term
- expert systems
- historical data
- original data
- raw data
- training data
- data acquisition
- test data
- high quality
- experimental data
- microarray
- high dimensional data
- statistical analysis
- image data