Fix Your Features: Stationary and Maximally Discriminative Embeddings using Regular Polytope (Fixed Classifier) Networks.
Federico PerniciMatteo BruniClaudio BaecchiAlberto Del BimboPublished in: CoRR (2019)
Keyphrases
- feature set
- feature extraction
- extracted features
- feature space
- classification process
- multiple classifiers
- svm classifier
- feature selection
- complementary features
- feature extractors
- discriminative features
- highly discriminative
- feature vectors
- class labels
- feature selection algorithms
- discriminative classifiers
- non stationary
- feature values
- input features
- feature maps
- discriminative information
- weak classifiers
- classification method
- image features
- classification accuracy
- training data
- decision trees
- supervised classifiers
- lattice points
- feature extractor
- histograms of oriented gradients
- appearance features
- learning algorithm
- single feature
- linear classifiers
- text classification
- low dimensional
- dimensionality reduction
- support vector machine
- bayesian networks
- social networks