Machine Unlearning with Affine Hyperplane Shifting and Maintaining for Image Classification.
Mengda LiuGuibo LuoYuesheng ZhuPublished in: ICONIP (13) (2023)
Keyphrases
- hyperplane
- image classification
- svm classifier
- support vector
- training samples
- data points
- support vector machine
- input space
- feature space
- nearest point
- linear classifiers
- separating hyperplane
- convex hull
- maximal margin
- image features
- linearly separable
- principal components
- average distance
- incremental learning algorithm
- linear separability
- feature extraction
- kernel function
- locality sensitive
- nearest neighbor
- support vectors
- weight vector
- normal vectors
- kernel space
- k nearest neighbor
- data mining
- support vector machine svm
- classification procedure
- dimensionality reduction
- small number