Improving MC-Dropout Uncertainty Estimates with Calibration Error-based Optimization.
Afshar Shamsi JokandanHamzeh AsgharnezhadMoloud AbdarAmirReza TajallyAbbas KhosraviSaeid NahavandiHenry LeungPublished in: CoRR (2021)
Keyphrases
- measurement error
- error analysis
- robust optimization
- optimization algorithm
- measurement errors
- error rate
- camera calibration
- error bounds
- estimation error
- error estimates
- optimization process
- optimization methods
- measurement noise
- confidence intervals
- global optimization
- optimization method
- optimization problems
- neural network
- reliable estimates
- error estimation
- nonlinear optimization
- constrained optimization
- mathematical programming
- computer vision