Cutting Through the Noise: Machine Learning Proxies for High Dimensional Nested Simulation.
Xintong LiMingbin FengTony S. WirjantoPublished in: WSC (2023)
Keyphrases
- machine learning
- high dimensional
- noisy data
- noise level
- machine learning methods
- random noise
- missing data
- computer science
- pattern recognition
- low dimensional
- information extraction
- learning tasks
- decision trees
- inductive learning
- mathematical model
- simulation environment
- noise model
- multi dimensional
- dimensionality reduction
- text mining
- active learning
- nearest neighbor
- knowledge discovery
- data sets
- image noise
- learning algorithm
- noise reduction
- signal to noise ratio
- artificial intelligence
- statistical methods
- hierarchical structure
- reinforcement learning
- similarity search
- machine learning algorithms
- text classification
- supervised learning