ALUM: Adversarial Data Uncertainty Modeling from Latent Model Uncertainty Compensation.
Wei WeiJiahuan ZhouHongze LiYing WuPublished in: CoRR (2023)
Keyphrases
- data sets
- uncertain data
- prior knowledge
- computational model
- raw data
- statistical methods
- probability distribution
- experimental data
- spatial data
- simulation data
- measured data
- synthetic data
- input data
- data processing
- latent structure
- missing data
- database
- modeling framework
- decision theory
- high quality
- probabilistic model
- original data
- data collection
- high level
- training data
- data sources
- network structure
- test data
- image data
- high dimensional data
- data quality
- empirical data
- modeling method
- knowledge discovery
- robust optimization
- sensor data
- missing information
- stochastic simulation