Distributed Maximization of "Submodular plus Diversity" Functions for Multi-label Feature Selection on Huge Datasets.
Mehrdad GhadiriMark SchmidtPublished in: AISTATS (2019)
Keyphrases
- multi label
- text categorization
- feature selection
- single label classification
- text classification
- multi label classification
- feature selections
- multi label learning
- graph cuts
- image classification
- image annotation
- feature selection algorithms
- objective function
- multi instance
- learning tasks
- hierarchical text categorization
- multiple labels
- binary classification
- knn
- class labels
- multi class
- feature space
- support vector
- protein function prediction
- benchmark datasets
- image understanding
- machine learning
- multi task
- naive bayes
- image segmentation
- semi supervised learning
- k nearest neighbor
- feature set
- information extraction
- support vector machine
- classification accuracy
- data sets