On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective.
Motasem AlfarraAdel BibiHasan HammoudMohamed GaafarBernard GhanemPublished in: CoRR (2020)
Keyphrases
- decision boundary
- neural network
- axis parallel
- training patterns
- pattern classification
- nearest neighbor
- support vector machine
- training set
- pattern recognition
- artificial neural networks
- hyperplane
- training samples
- data points
- linear classifiers
- data distribution
- unlabeled data
- svm classifier
- k nearest neighbor
- cross validation
- training process
- knn
- high dimensional
- support vector
- feature selection