Normalized Loss Functions for Deep Learning with Noisy Labels.
Xingjun MaHanxun HuangYisen WangSimone RomanoSarah M. ErfaniJames BaileyPublished in: ICML (2020)
Keyphrases
- loss function
- deep learning
- pairwise
- unsupervised learning
- loss minimization
- pairwise constraints
- learning to rank
- support vector
- machine learning
- mental models
- risk minimization
- training set
- training examples
- similarity measure
- feature selection
- weakly supervised
- data sets
- multi class
- co occurrence
- natural images
- training data
- class labels
- computer vision
- information retrieval