High-dimensional Bayesian Optimization via Semi-supervised Learning with Optimized Unlabeled Data Sampling.
Yuxuan YinYu WangPeng LiPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- unlabeled data
- high dimensional
- labeled data
- semi supervised
- supervised learning
- data points
- semi supervised classification
- training data
- unsupervised learning
- co training
- active learning
- labeled and unlabeled data
- improve the classification accuracy
- label propagation
- labeled examples
- machine learning
- dimensionality reduction
- class labels
- supervised learning algorithms
- semi supervised learning methods
- text classification
- low dimensional
- semi definite programming
- manifold regularization
- transfer learning
- learning algorithm
- domain adaptation
- unlabeled examples
- labeled training data
- learning models
- semi supervised learning algorithms
- knowledge discovery
- unlabeled training data
- training examples
- feature space
- decision boundary
- multiple instance learning
- random sampling
- semi supervised clustering
- pairwise
- prior knowledge
- instance selection
- feature selection
- data mining
- high dimensional data