Backprop as Functor: A compositional perspective on supervised learning.
Brendan FongDavid I. SpivakRémy TuyérasPublished in: CoRR (2017)
Keyphrases
- supervised learning
- complex objects
- unsupervised learning
- reinforcement learning
- training data
- semi supervised
- supervised classification
- statistical learning
- active learning
- learning tasks
- supervised machine learning
- data sets
- learning problems
- semi supervised learning
- viewpoint
- learning algorithm
- machine learning
- data mining
- query language
- generalization error
- training examples
- object recognition