Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks.
Zhen LinShubhendu TrivediJimeng SunPublished in: CoRR (2022)
Keyphrases
- large margin classifiers
- multi class
- neural network
- support vector
- support vector machine
- multi class classification
- pairwise
- cost sensitive
- object detection
- binary classification tasks
- binary classification
- multiclass problems
- multiple classes
- binary classifiers
- kernel methods
- error correcting output codes
- multi class svm
- image processing
- feature selection
- multi class object detection
- class probabilities
- multiclass classification
- artificial neural networks
- boosting algorithms
- svm classifier
- feature vectors
- kernel logistic regression
- machine learning
- data mining