Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks.
Antoine LedentWaleed MustafaYunwen LeiMarius KloftPublished in: AAAI (2021)
Keyphrases
- multi class
- convolutional neural networks
- perceptron algorithm
- convolutional network
- upper bound
- object detection
- mistake bound
- binary classification
- support vector machine
- lower bound
- multiclass classification
- cost sensitive
- multi class classification
- multiclass problems
- pairwise
- linear classifiers
- multiple classes
- objective function
- text classification
- base classifiers
- feature selection
- generalization bounds