Learning with known operators reduces maximum error bounds.
Andreas K. MaierChristopher SybenBernhard StimpelTobias WürflMathis HoffmannFrank SchebeschWeilin FuLeonid MillLasse KlingSilke H. ChristiansenPublished in: Nat. Mach. Intell. (2019)
Keyphrases
- error bounds
- learning process
- finite sample
- learning algorithm
- prior knowledge
- statistical learning
- theoretical analysis
- knowledge acquisition
- macro operators
- control structures
- learning scenarios
- background knowledge
- learning systems
- online learning
- collaborative learning
- denoising
- active learning
- learning environment
- bayesian networks
- case study