Harnessing data augmentation to quantify uncertainty in the early estimation of single-photon source quality.
David Jacob KedzioraAnna MusialWojciech Rudno-RudzinskiBogdan GabrysPublished in: Mach. Learn. Sci. Technol. (2023)
Keyphrases
- data sets
- high quality
- data analysis
- data processing
- multiple sources
- data quality
- data collection
- original data
- missing data
- synthetic data
- statistical analysis
- image data
- small number
- database
- data acquisition
- data sources
- complex data
- low quality
- data objects
- database systems
- multi source
- raw data
- monte carlo
- data points
- probability distribution
- prior knowledge
- metadata
- three dimensional
- training data