EVM Loss: A Loss Function for Training Neural Networks in Communication Systems.
Scott StaintonMartin JohnstonSatnam Singh DlayPaul Anthony HaighPublished in: Sensors (2021)
Keyphrases
- loss function
- communication systems
- hinge loss
- neural network
- training process
- stochastic gradient descent
- convex loss functions
- information processing systems
- training algorithm
- pairwise
- computer systems
- blind equalization
- support vector
- learning to rank
- logistic regression
- risk minimization
- back propagation
- training set
- square loss
- reproducing kernel hilbert space
- empirical risk
- channel estimation
- communication technologies
- multiple access
- database
- databases
- boosting framework
- regularization term
- computer science
- similarity measure
- pairwise constraints
- machine learning
- boosting algorithms
- weight vector
- human computer interaction