Multiple-Instance Learning From Unlabeled Bags With Pairwise Similarity.
Lei FengSenlin ShuYuzhou CaoLue TaoHongxin WeiTao XiangBo AnGang NiuPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- multiple instance learning
- pairwise similarities
- semi supervised learning
- metric learning
- semi supervised
- supervised learning
- pairwise
- unlabeled data
- labeled data
- similarity metric
- data points
- multiple instance
- class labels
- unsupervised learning
- similarity function
- multi class
- graph partitioning
- distance metric
- similarity measure
- spectral clustering
- active learning
- learning tasks
- learning problems
- image annotation
- positive bags
- dimensionality reduction
- training data
- diverse density
- training examples
- text categorization
- multi instance
- learning algorithm
- distance function
- text classification
- training set
- feature space
- object recognition
- support vector
- reinforcement learning
- machine learning