Bayesian active learning approach for estimation of empirical copula-based moment-independent sensitivity indices.
Jingwen SongYifei ZhangYifan CuiTing YueYan DangPublished in: Eng. Comput. (2024)
Keyphrases
- active learning
- semi parametric
- bayesian estimation
- machine learning
- monte carlo simulation
- semi supervised
- bayesian networks
- training examples
- parameter estimation
- markov random field prior
- estimation accuracy
- sensitivity analysis
- maximum likelihood
- training data
- theoretical analysis
- learning strategies
- random sampling
- support vector
- estimation algorithm
- zernike moments
- bayesian learning
- statistical inference
- importance sampling
- decision trees
- learning algorithm
- high sensitivity
- data sets