Improving monte carlo dropout uncertainty estimation with stable output layers
Suhan Son, Junhee Seok
Topics & Concepts
Dropout (neural networks)Monte Carlo methodComputer scienceBenchmark (surveying)Artificial neural networkInferenceBayesian inferenceBayesian probabilityAlgorithmProbability distributionUncertainty quantificationMathematical optimizationMarkov chain Monte CarloStatistical inferenceMetropolis–Hastings algorithmBayes' theoremBayesian networkEstimation theoryMeasurement uncertaintyUncertainty analysisArtificial intelligenceEstimationHybrid Monte CarloNumerical Methods and AlgorithmsAdvancements in Photolithography TechniquesAnalytical Chemistry and Sensors