Learning from Small Data Through Sampling an Implicit Conditional Generative Latent Optimization Model.
Idan AzuriDaphna WeinshallPublished in: CoRR (2020)
Keyphrases
- optimization model
- data sets
- prior knowledge
- database
- training data
- data structure
- learning algorithm
- data analysis
- learning process
- small number
- background knowledge
- sampled data
- bayesian methods
- raw data
- data collection
- online learning
- data mining techniques
- knowledge discovery
- reinforcement learning
- machine learning
- input data
- generative model
- spatial data
- differential evolution
- original data
- hidden variables
- active learning
- sampling methods