Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Renyi's Entropy Perspective.
Yuxin DongTieliang GongHong ChenChen LiPublished in: CoRR (2023)
Keyphrases
- generalization ability
- learning algorithm
- ensemble learning
- support vector machine
- support vector
- support vector machine svm
- ensemble methods
- bp neural network
- kernel function
- training data
- generalization bounds
- machine learning algorithms
- machine learning
- svm training
- unlabeled data
- active learning
- hidden neurons
- deep architectures
- learning tasks
- supervised learning
- ls svm
- data sets