Robust Loss Functions for Training Decision Trees with Noisy Labels.
Jonathan WiltonNan YePublished in: CoRR (2023)
Keyphrases
- loss function
- decision trees
- pairwise
- partially labeled data
- logistic regression
- training set
- label noise
- support vector
- training examples
- training data
- squared error
- loss minimization
- risk minimization
- learning to rank
- pairwise constraints
- reproducing kernel hilbert space
- machine learning
- hinge loss
- active learning
- linear svm
- boosting algorithms
- update rules
- training samples
- supervised learning
- convex loss functions