Inverse regression-based uncertainty quantification algorithms for high-dimensional models: Theory and practice.
Weixuan LiGuang LinBing LiPublished in: J. Comput. Phys. (2016)
Keyphrases
- theoretical analysis
- high dimensional
- theoretical framework
- statistical models
- nearest neighbor
- worst case
- computational models
- complex systems
- computational cost
- real world
- theoretical insights
- probability theory
- linear models
- belief functions
- mathematical models
- linear algebra
- data sets
- statistical methods
- computational model
- benchmark datasets
- machine learning algorithms
- knn
- probabilistic model
- support vector