Asymptotically exact data augmentation: models, properties and algorithms.
Maxime VonoNicolas DobigeonPierre ChainaisPublished in: CoRR (2019)
Keyphrases
- data sets
- incomplete data
- historical data
- data structure
- statistical methods
- data mining algorithms
- high quality
- experimental data
- data mining tools
- data points
- image data
- computer systems
- prior knowledge
- high dimensional data
- statistical analysis
- knowledge discovery
- neural network
- regression model
- statistical models
- original data
- noisy data
- data reduction
- bayesian methods
- discrete data
- synthetic data
- missing data
- training data
- data analysis
- approximate matches
- accurate models
- data mining
- learning algorithm
- brute force
- optimal solution
- data mining tasks
- data streams
- learning models
- data quality
- significant improvement
- probability distribution
- input data
- missing values
- data processing
- data distribution
- machine learning algorithms