DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems.
Nabeel SeedatFergus ImrieMihaela van der SchaarPublished in: CoRR (2022)
Keyphrases
- data centric
- machine learning systems
- machine learning
- artificial intelligence
- case study
- data management
- application development
- wireless sensor networks
- business processes
- distributed systems
- machine learning algorithms
- learning systems
- development process
- information management
- real world
- genetic algorithm
- object oriented databases
- database management systems
- learning process
- expert systems
- web services