DIAGNOSE: Avoiding Out-of-Distribution Data Using Submodular Information Measures.
Suraj KothawadeAkshit ShrivastavaVenkat IyerGanesh RamakrishnanRishabh K. IyerPublished in: MILLanD@MICCAI (2022)
Keyphrases
- raw data
- data sets
- huge amounts
- sensor data
- information sources
- data distribution
- collected data
- end users
- historical data
- complex data
- log data
- data structure
- database
- computer systems
- essential information
- global information
- stored data
- data collection
- data points
- web data
- data quality
- prior information
- multimedia data
- input data
- prior knowledge
- missing information
- data processing
- information retrieval
- complex structures
- privacy concerns
- digital data
- databases
- enormous amounts
- information services
- information resources
- original data
- synthetic data
- data sources
- image data
- probability distribution
- multiple sources
- information loss
- spatial information
- background knowledge
- random variables
- high dimensional data
- knowledge discovery