A Universal Unbiased Method for Classification from Aggregate Observations.
Zixi WeiLei FengBo HanTongliang LiuGang NiuXiaofeng ZhuHeng Tao ShenPublished in: ICML (2023)
Keyphrases
- classification method
- preprocessing
- machine learning methods
- classification algorithm
- classification scheme
- significant improvement
- decision rules
- feature set
- high accuracy
- classification accuracy
- cost function
- feature selection
- model selection
- support vector machine svm
- high precision
- clustering method
- accurate classification
- benchmark data sets
- pattern recognition
- classification process
- accuracy rate
- pattern classification
- density estimation
- classification rate
- training samples
- cross validation
- detection method
- segmentation algorithm
- image classification
- dynamic programming
- prior knowledge
- pairwise
- support vector
- objective function
- training data
- similarity measure
- feature extraction