Utilizing Expert Features for Contrastive Learning of Time-Series Representations.
Manuel T. NonnenmacherLukas OldenburgIngo SteinwartDavid ReebPublished in: ICML (2022)
Keyphrases
- learning algorithm
- prior knowledge
- feature hierarchies
- learning process
- learning systems
- learning models
- feature representations
- feature vectors
- online learning
- human experts
- knowledge acquisition
- multiple representations
- learning community
- learning problems
- mobile learning
- data sets
- expert systems
- reinforcement learning
- neural network