Generalized robust loss functions for machine learning.
Saiji FuXiaoxiao WangJingjing TangShulin LanYing-Jie TianPublished in: Neural Networks (2024)
Keyphrases
- loss function
- machine learning
- learning models
- pairwise
- squared error
- support vector
- loss minimization
- bayes rule
- empirical risk
- learning to rank
- learning to rank algorithms
- update rules
- risk minimization
- logistic regression
- learning tasks
- machine learning methods
- active learning
- reproducing kernel hilbert space
- machine learning algorithms
- information extraction
- learning algorithm
- boosting algorithms
- text classification
- multi class