Deep kernels with probabilistic embeddings for small-data learning.
Ankur MallickChaitanya DwivediBhavya KailkhuraGauri JoshiThomas Yong-Jin HanPublished in: UAI (2021)
Keyphrases
- data sets
- knowledge discovery
- data structure
- high quality
- database
- image data
- raw data
- background knowledge
- synthetic data
- learning process
- training data
- labeled data
- learning models
- learning algorithm
- reinforcement learning
- active learning
- data processing
- generative model
- high dimensional data
- supervised learning
- data analysis
- human experts
- end users
- data quality
- uncertain data
- data sources