User-friendly Introduction to PAC-Bayes Bounds.
Pierre AlquierPublished in: Found. Trends Mach. Learn. (2024)
Keyphrases
- user friendly
- pac bayes
- risk bounds
- generalization bounds
- linear classifiers
- graphical interface
- highly interactive
- user interface
- graphical user interface
- interactive data mining
- data dependent
- command line
- software package
- learning theory
- statistical learning theory
- empirical risk minimization
- ranking algorithm
- user friendly interface
- learning algorithm
- data mining
- senior citizens
- generalization ability
- support vector machine
- knowledge base
- feature selection
- machine learning