Large Margin Deep Networks for Classification.
Gamaleldin F. ElsayedDilip KrishnanHossein MobahiKevin ReganSamy BengioPublished in: NeurIPS (2018)
Keyphrases
- support vector
- classification accuracy
- multi category
- support vector machine
- unsupervised learning
- decision trees
- image classification
- feature vectors
- cross validation
- structured learning
- text classification
- feature space
- pattern recognition
- generalization ability
- automatic classification
- classification scheme
- classification rate
- machine learning methods
- classification method
- classification algorithm
- model selection
- classification process
- discriminative learning
- error rate
- feature extraction
- machine learning
- learning algorithm
- lower error rates
- classification models
- cost sensitive
- svm classifier
- benchmark datasets
- machine learning algorithms
- supervised learning
- social networks