Algorithmic learning of probability distributions from random data in the limit.
George BarmpaliasFrank StephanPublished in: CoRR (2017)
Keyphrases
- probability distribution
- data sets
- data collection
- learning algorithm
- complex data
- database
- statistical analysis
- data analysis
- background knowledge
- data processing
- learning systems
- data points
- data distribution
- data structure
- original data
- data quality
- raw data
- synthetic data
- knowledge acquisition
- machine learning
- small number
- image data
- training data
- online learning
- learning problems
- accurate models
- inductive inference
- learning models
- noisy data
- high quality
- learning process
- human experts
- learning tasks
- end users
- experimental data
- supervised learning
- data mining techniques
- computer systems
- input data