Towards the One Learning Algorithm Hypothesis: A System-theoretic Approach.
Christos MavridisJohn S. BarasPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- hypothesis space
- training data
- machine learning algorithms
- back propagation
- training examples
- active learning
- learning problems
- machine learning
- learning rate
- learning process
- learning models
- case study
- learning tasks
- generalization ability
- generalization error
- rbf network
- supervised learning
- training samples
- reinforcement learning
- databases
- machine learning methods
- learning scheme
- sample complexity
- search algorithm