Training-Conditional Coverage Bounds for Uniformly Stable Learning Algorithms.
Mehrdad PournaderiYu XiangPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- supervised learning
- learning machines
- training examples
- training samples
- multilayer neural networks
- training algorithm
- upper bound
- lower bound
- active learning
- training set
- deep architectures
- machine learning algorithms
- machine learning
- learning process
- reinforcement learning
- training phase
- learning problems
- error bounds
- training process
- support vector
- back propagation
- randomized algorithms
- online learning
- transfer learning
- learning rate
- feature space
- linear threshold
- unlabeled data
- worst case bounds