Joint Learning of Distance Metric and Kernel Classifier via Multiple Kernel Learning.
Weiqi ZhangZifei YanHongzhi ZhangWangmeng ZuoPublished in: CCPR (1) (2016)
Keyphrases
- multiple kernel learning
- kernel learning
- distance metric
- multiple kernel
- semidefinite program
- learning problems
- distance metric learning
- optimal kernel
- kernel function
- linear combination
- kernel methods
- learning process
- learning models
- metric learning
- learning algorithm
- feature selection
- semi supervised learning
- learning tasks
- pattern recognition
- multi task
- neural network
- kernel matrix
- binary classification
- machine learning
- training process
- euclidean distance
- supervised learning
- active learning
- feature space
- decision trees
- distance measure
- kernel matrices
- reinforcement learning
- training data