Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective.
Yuxin DongTieliang GongHong ChenChen LiPublished in: IJCAI (2023)
Keyphrases
- generalization ability
- learning algorithm
- ensemble learning
- generalization bounds
- support vector machine
- support vector machine svm
- shannon entropy
- bp neural network
- ensemble methods
- support vector
- machine learning algorithms
- mutual information
- information theory
- deep architectures
- active learning
- svm training
- learning rate
- machine learning methods
- hidden neurons
- data mining
- training data
- generalization error
- ls svm
- back propagation
- feature vectors
- image processing
- machine learning