Intelligent sampling for surrogate modeling, hyperparameter optimization, and data analysis.
Chandrika KamathPublished in: CoRR (2023)
Keyphrases
- data analysis
- random sampling
- business intelligence
- hyperparameters
- decision support
- data mining
- sampling algorithm
- global optimization
- data processing
- intelligent systems
- data collection
- probabilistic model
- closed form
- expert systems
- feature selection
- machine learning
- data visualization
- optimization process
- constrained optimization
- data sets