Out of Distribution Data Detection Using Dropout Bayesian Neural Networks.
André T. NguyenFred LuGary Lopez MunozEdward RaffCharles NicholasJames HoltPublished in: CoRR (2022)
Keyphrases
- neural network
- data sets
- data analysis
- high quality
- data quality
- statistical analysis
- synthetic data
- uniformly distributed
- database
- data processing
- data collection
- data distribution
- sensor data
- high dimensional data
- prior knowledge
- raw data
- computer systems
- relational databases
- small number
- image data
- knowledge discovery
- original data
- detection algorithm
- detection rate
- data structure
- statistical methods
- bayesian methods
- machine learning
- pattern recognition
- detection method
- feature space
- data points
- probability distribution
- end users
- data sources