Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples From Classification to Regression.
Emilio Rafael BaldaArash BehboodiRudolf MatharPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- learning algorithm
- support vector
- machine learning algorithms
- machine learning
- pattern recognition
- supervised learning
- training examples
- classification algorithm
- model selection
- image classification
- generalization ability
- regression model
- mercer kernels
- training samples
- decision trees
- feature vectors
- regression problems
- pattern classification
- support vector machine
- classification accuracy
- data sets
- k nearest neighbour
- regression method
- training data
- feature extraction
- unsupervised learning
- learning problems
- machine learning methods
- cross validation
- semi supervised learning
- multi agent
- neural network