Data Quality for Machine Learning Tasks.
Nitin GuptaShashank MujumdarHima PatelSatoshi MasudaNaveen PanwarSambaran BandyopadhyaySameep MehtaShanmukha C. GuttulaShazia AfzalRuhi Sharma MittalVitobha MunigalaPublished in: KDD (2021)
Keyphrases
- learning tasks
- data quality
- learning problems
- data warehouse
- learning algorithm
- machine learning
- multi task
- transfer learning
- supervised learning
- learning experience
- multi task learning
- multi label
- kernel methods
- learning models
- machine learning algorithms
- data cleansing
- databases
- kernel based learning methods
- feature space
- feature selection
- real world