Single Model Uncertainty Estimation via Stochastic Data Centering.
Jayaraman J. ThiagarajanRushil AnirudhVivek Sivaraman NarayanaswamyPeer-Timo BremerPublished in: CoRR (2022)
Keyphrases
- data sets
- experimental data
- raw data
- simulation data
- empirical data
- synthetic data
- measured data
- statistical model
- training data
- prior knowledge
- probability distribution
- stochastic model
- input data
- high quality
- predictive model
- statistical analysis
- missing data
- mathematical model
- network structure
- high level
- learning models
- statistical methods
- test data
- computational model
- data structure
- data points
- data collection
- stochastic nature
- objective function
- estimation process
- stochastic process
- image data
- probability density
- maximum likelihood estimation
- parametric models
- estimation algorithm
- parameter estimation
- data quality
- spatial data