Regressing Relative Fine-Grained Change for Sub-Groups in Unreliable Heterogeneous Data Through Deep Multi-Task Metric Learning.
Niall O' MahonySean CampbellLenka KrpalkovaJoseph WalshDaniel RiordanPublished in: CoRR (2022)
Keyphrases
- fine grained
- multi task
- metric learning
- heterogeneous data
- multi task learning
- learning tasks
- data integration
- data management
- feature selection
- databases
- data sources
- multi class
- metadata
- gaussian processes
- learning problems
- access control
- transfer learning
- information gain
- distance metric
- data sets
- semi supervised
- machine learning
- learning experience
- e learning
- linear regression
- database systems
- pairwise
- recommender systems
- high dimensional data
- text categorization
- learning styles
- data model
- information extraction