Gauge-optimal approximate learning for small data classification problems.
Edoardo VecchiDavide BassettiFabio GraziatoLukás PospísilIllia HorenkoPublished in: CoRR (2023)
Keyphrases
- database
- data sets
- data collection
- synthetic data
- prior knowledge
- learning process
- data points
- data processing
- data analysis
- high quality
- data sources
- original data
- raw data
- small number
- input data
- bayesian networks
- human experts
- background knowledge
- learning problems
- hidden variables
- learning models
- data objects
- training data
- optimal solution
- end users
- probabilistic model
- active learning
- data model