Utilizing Expert Features for Contrastive Learning of Time-Series Representations.
Manuel NonnenmacherLukas OldenburgIngo SteinwartDavid ReebPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- reinforcement learning
- human experts
- learning systems
- knowledge acquisition
- learning algorithm
- feature representations
- inductive learning
- learning problems
- co occurrence
- learning process
- feature set
- online learning
- supervised learning
- learning tasks
- domain knowledge
- decision trees
- representation scheme
- feature construction
- data sets