DAGnosis: Localized Identification of Data Inconsistencies using Structures.
Nicolas HuynhJeroen BerrevoetsNabeel SeedatJonathan CrabbéZhaozhi QianMihaela van der SchaarPublished in: AISTATS (2024)
Keyphrases
- data sets
- data points
- prior knowledge
- synthetic data
- experimental data
- data analysis
- database
- raw data
- data distribution
- attribute values
- missing data
- data collection
- small number
- knowledge discovery
- data acquisition
- data sources
- high quality
- complex data
- missing values
- statistical methods
- big data
- application domains
- historical data
- sensor data
- domain experts
- information sources
- data processing
- probability distribution
- data structure
- training data
- information systems
- real world
- databases
- real time