Single Model Uncertainty Estimation via Stochastic Data Centering.
Jayaraman J. ThiagarajanRushil AnirudhVivek Sivaraman NarayanaswamyTimo BremerPublished in: NeurIPS (2022)
Keyphrases
- probability distribution
- database
- experimental data
- computational model
- data sets
- measured data
- mathematical model
- synthetic data
- test data
- simulation data
- input data
- training data
- high level
- uncertain data
- empirical data
- prior knowledge
- data analysis
- high quality
- decision trees
- missing data
- stochastic model
- predictive model
- expert knowledge
- learning models
- parametric models
- missing information
- estimation process
- probabilistic model
- data sources
- social networks
- probability density
- parameter estimates
- maximum likelihood estimation
- stochastic nature
- data quality
- prior information
- network structure
- statistical model
- spatial data
- sensor data
- parameter estimation
- data processing
- maximum likelihood
- data points
- hidden markov models