A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off.
Ou WuWeiyao ZhuYingjun DengHaixiang ZhangQing-Hu HouPublished in: CoRR (2021)
Keyphrases
- bias variance
- trade off
- mathematical foundations
- machine learning
- bias variance analysis
- bias variance decomposition
- machine learning algorithms
- knowledge discovery
- support vector machine
- pattern recognition
- artificial intelligence
- data mining
- reinforcement learning
- information extraction
- decision trees
- web search engines
- machine learning methods
- inductive logic programming
- inductive learning
- explanation based learning
- text mining
- information retrieval