Understanding the Loss Surface of Neural Networks for Binary Classification.
Shiyu LiangRuoyu SunYixuan LiRayadurgam SrikantPublished in: ICML (2018)
Keyphrases
- binary classification
- neural network
- multi class
- support vector
- learning problems
- support vector machine
- cost sensitive
- multi class classification
- generalization error
- multi label
- class imbalance
- pattern recognition
- artificial neural networks
- prediction accuracy
- ensemble methods
- learning tasks
- training data
- binary classifiers
- convex loss functions
- cross validation
- training samples
- semi supervised learning
- model selection
- supervised learning
- machine learning