Generalization Error in Deep Learning.
Daniel JakubovitzRaja GiryesMiguel R. D. RodriguesPublished in: CoRR (2018)
Keyphrases
- deep learning
- generalization error
- unsupervised learning
- cross validation
- upper bound
- model selection
- supervised learning
- active learning
- classification error
- learning algorithm
- training set
- training data
- training error
- machine learning
- sample size
- weakly supervised
- mental models
- lower bound
- data sets
- viewpoint
- training examples
- pattern recognition
- bayesian networks