Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification.
Zhuoning YuanYan YanMilan SonkaTianbao YangPublished in: ICCV (2021)
Keyphrases
- empirical studies
- image classification
- empirical analysis
- uci datasets
- feature extraction
- real world data sets
- computationally efficient
- small scale
- feature selection
- learning algorithm
- decision trees
- medical domain
- logistic regression
- bag of words
- systematic review
- probability estimation
- medical data
- naive bayes
- model selection
- bayesian networks
- image processing