Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy.
Amit DanielyNati SrebroGal VardiPublished in: NeurIPS (2023)
Keyphrases
- neural network
- computational complexity
- learning process
- learning tasks
- neural nets
- prior knowledge
- learning systems
- cost function
- learning algorithm
- knowledge acquisition
- expert systems
- motion estimation
- computationally efficient
- active learning
- fault diagnosis
- background knowledge
- incremental learning
- reinforcement learning
- inductive inference
- learning capabilities