Learning Algorithm Generalization Error Bounds via Auxiliary Distributions.
Gholamali AminianMohammad Saeed MasihaLaura ToniMiguel R. D. RodriguesPublished in: IEEE J. Sel. Areas Inf. Theory (2024)
Keyphrases
- generalization error bounds
- learning algorithm
- generalization error
- active learning
- training data
- decision lists
- cross validation
- learning rate
- learning problems
- supervised learning
- machine learning
- sample complexity
- machine learning algorithms
- upper bound
- model selection
- learning process
- training set
- reinforcement learning
- target function
- training samples
- positive and negative
- special case
- learning models
- relational learning
- perceptron algorithm
- feature selection
- data sets