Tight Sample Complexity of Learning One-hidden-layer Convolutional Neural Networks.
Yuan CaoQuanquan GuPublished in: CoRR (2019)
Keyphrases
- sample complexity
- learning algorithm
- feedforward neural networks
- hidden layer
- learning problems
- convolutional neural networks
- learning process
- upper bound
- supervised learning
- neural network
- neural nets
- lower bound
- learning tasks
- active learning
- worst case
- machine learning
- multilayer perceptron
- feed forward
- knn
- pac learning