Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels.
Eran MalachPritish KamathEmmanuel AbbeNathan SrebroPublished in: CoRR (2021)
Keyphrases
- decision trees
- online learning
- learning systems
- machine learning
- learning algorithm
- inductive learning
- prior knowledge
- kernel machines
- data sets
- kernel learning
- inductive inference
- learning scenarios
- learning problems
- kernel methods
- mobile learning
- unsupervised learning
- knowledge acquisition
- supervised learning
- learning process
- objective function
- reinforcement learning
- genetic algorithm