Statistical Robustness of Empirical Risks in Machine Learning.
Shaoyan GuoHuifu XuLiwei ZhangPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- machine learning
- statistical methods
- significance tests
- statistical inference
- information theoretic
- confidence intervals
- machine learning algorithms
- feature selection
- explanation based learning
- artificial intelligence
- machine learning methods
- data driven
- text classification
- pattern recognition
- information theory
- learning tasks
- statistical analysis
- data mining
- decision trees
- natural language processing
- computational intelligence
- model selection
- confidence bounds
- support vector machine
- supervised machine learning
- hypothesis testing
- neural network
- genetic algorithm
- machine learning and data mining
- learning algorithm
- search engine
- statistical learning
- statistical tests
- risk management
- computer vision
- website
- kernel methods
- reinforcement learning
- expert systems
- learning systems
- knowledge discovery
- theoretical analysis
- unsupervised learning
- knowledge acquisition