On the Utility of Synthetic Data: An Empirical Evaluation on Machine Learning Tasks.
Markus HittmeirAndreas EkelhartRudolf MayerPublished in: ARES (2019)
Keyphrases
- synthetic data
- learning tasks
- learning machines
- learning problems
- learning algorithm
- machine learning
- supervised learning
- transfer learning
- meta learning
- multi task
- real world
- learning experience
- real image data
- multi label
- multitask learning
- machine learning algorithms
- learning models
- metric learning
- data sets
- hypothesis space
- kernel methods
- multi task learning
- natural language
- training data
- database