Approximation and Learning with Deep Convolutional Models: a Kernel Perspective.
Alberto BiettiPublished in: ICLR (2022)
Keyphrases
- deep learning
- deep architectures
- learning process
- accurate models
- prior knowledge
- learning systems
- learning algorithm
- learned models
- reinforcement learning
- online learning
- latent variable models
- statistical models
- classification and regression problems
- structured prediction
- learning models
- neural nets
- learning problems
- learning tasks
- model selection
- knowledge acquisition
- supervised learning
- probabilistic model
- decision trees