Improved Classification and Reconstruction by Introducing Independence and Randomization in Deep Neural Networks.
Gaurush HiranandaniHarish KarnickPublished in: DICTA (2015)
Keyphrases
- neural network
- pattern recognition
- classification scheme
- classification accuracy
- training process
- decision trees
- classification algorithm
- text classification
- automatic classification
- classification systems
- support vector
- genetic algorithm
- multi layer perceptron
- feature vectors
- classification process
- supervised learning
- feature selection
- pattern classification
- neural networks and support vector machines
- classification rules
- machine learning
- three dimensional
- support vector machine svm
- image classification
- preprocessing
- training set
- high resolution
- learning vector quantization
- reconstruction method
- feature extraction
- feature space
- conditional independence
- privacy preserving
- medical images
- multi layer
- neural nets
- unsupervised learning
- decision rules
- class labels