Equal Opportunity in Online Classification with Partial Feedback.
Yahav BechavodKatrina LigettAaron RothBo WaggonerZhiwei Steven WuPublished in: NeurIPS (2019)
Keyphrases
- pattern recognition
- decision trees
- automatic classification
- classification systems
- pattern classification
- preprocessing
- feature vectors
- machine learning
- online learning
- image classification
- real time
- classification accuracy
- feature extraction
- classification models
- benchmark data sets
- classification process
- machine learning methods
- machine learning algorithms
- text classification
- support vector machine
- decision rules
- classification rules
- cross validation
- svm classifier
- incremental learning
- cost sensitive
- support vector machine svm
- classification scheme
- object classification