Deep Multi-Fidelity Active Learning of High-Dimensional Outputs.
Shibo LiZheng WangRobert M. KirbyShandian ZhePublished in: AISTATS (2022)
Keyphrases
- active learning
- high dimensional
- semi supervised
- selective sampling
- similarity search
- sparse data
- learning strategies
- low dimensional
- learning algorithm
- experimental design
- random sampling
- training examples
- multi dimensional
- nearest neighbor
- learning process
- machine learning
- model selection
- kernel function
- high dimensionality
- microarray data
- noisy data
- sparse coding
- training set
- feature space
- pool based active learning