Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Anna-Kathrin KopetzkiBertrand CharpentierDaniel ZügnerSandhya GiriStephan GünnemannPublished in: ICML (2021)
Keyphrases
- parameter estimation
- statistical models
- information retrieval
- model fitting
- em algorithm
- least squares
- information systems
- image registration
- probabilistic model
- mixture model
- artificial neural networks
- statistical model
- bayesian framework
- historical data
- monte carlo simulation
- neural network
- estimation accuracy
- accurate models