Synthesizing Machine Learning Programs with PAC Guarantees via Statistical Sketching.
Osbert BastaniPublished in: CoRR (2021)
Keyphrases
- machine learning
- learning algorithm
- statistical methods
- machine learning algorithms
- pattern recognition
- upper bound
- text mining
- statistical inference
- machine learning methods
- statistical analysis
- data driven
- active learning
- data mining
- information extraction
- statistical information
- neural network
- computational intelligence
- knowledge acquisition
- decision trees
- expert systems
- sample size
- computer vision
- learning problems
- inductive learning
- learning systems
- explanation based learning
- sample complexity
- statistical learning
- feature selection
- natural language
- computer science
- natural language processing
- data analysis