Online Learning to Accelerate Neural Network Inference with Traveling Classifiers.
Ege BeyazitYi HeNian-Feng TzengXindong WuPublished in: ECAI (2020)
Keyphrases
- online learning
- neural network
- multi layer perceptron
- nearest neighbour
- support vector
- probabilistic inference
- online course
- e learning
- computer mediated
- decision trees
- pattern recognition
- higher education
- active learning
- classification algorithm
- neural network model
- distance education
- linear classifiers
- collective classification
- inference process
- classifier combination
- multiple classifiers
- belief networks
- training set
- training data
- feature selection
- multilayer perceptron
- feed forward
- radial basis function
- fuzzy logic
- training examples
- back propagation
- bayesian networks
- online algorithms
- knn
- naive bayes
- ensemble learning
- blended learning
- test set
- self organizing maps
- bayesian inference
- training samples
- activation function
- class labels
- fault diagnosis
- classification accuracy
- artificial neural networks
- distance learning