Learning with a Fisher surrogate loss in a small data regime.
Moussab DjerrabAlexandre GarciaPublished in: ESANN (2018)
Keyphrases
- prior knowledge
- data sets
- data collection
- learning algorithm
- small number
- data analysis
- learning models
- synthetic data
- database
- probabilistic model
- data points
- background knowledge
- missing data
- learning systems
- high dimensional data
- data quality
- original data
- learning tasks
- data mining
- learning process
- statistical analysis
- training data
- end users
- machine learning
- knowledge acquisition
- input data
- image data
- learning problems
- knowledge discovery
- data objects
- noisy data
- high dimensional