Adaptive multi-modal positive semi-definite and indefinite kernel fusion for binary classification.
Maximilian MünchChristoph RaabSimon HeiligManuel RöderFrank-Michael SchleifPublished in: ESANN (2022)
Keyphrases
- class imbalance
- multi modal
- binary classification
- positive semi definite
- cost sensitive
- kernel function
- dot product
- kernel methods
- multiple kernel learning
- similarity function
- reproducing kernel hilbert space
- gaussian kernels
- metric learning
- support vector
- feature space
- multi class
- high dimensional
- pairwise
- kernel matrix
- graph kernels
- reinforcement learning
- nearest neighbor
- high dimensional feature space
- perceptron algorithm
- gaussian kernel
- support vector machine
- image segmentation
- loss function
- high dimensional data