A Latent Variable Approach for Non-Hierarchical Multi-Fidelity Adaptive Sampling.
Yi-Ping ChenLiwei WangYigitcan ComlekWei ChenPublished in: CoRR (2023)
Keyphrases
- latent variables
- adaptive sampling
- hierarchical model
- monte carlo
- probabilistic model
- random variables
- random sampling
- latent variable models
- posterior distribution
- gaussian process
- prior knowledge
- real valued
- observed variables
- hidden variables
- approximate inference
- topic models
- active learning
- upper bound
- bayesian networks
- learning algorithm
- machine learning