Stochastic AUC Maximization with Deep Neural Networks.
Mingrui LiuZhuoning YuanYiming YingTianbao YangPublished in: ICLR (2020)
Keyphrases
- neural network
- decision trees
- pattern recognition
- artificial neural networks
- logistic regression
- genetic algorithm
- hopfield neural network
- error rate
- probability estimation
- objective function
- classification accuracy
- model selection
- class distribution
- neural network model
- monte carlo
- receiver operating characteristic
- back propagation
- recurrent neural networks
- neural nets
- fuzzy logic
- feature selection
- deep learning
- stochastic optimization
- learning algorithm
- self organizing maps
- multilayer perceptron
- network architecture
- multi layer perceptron
- activation function
- learning automata
- stochastic nature