Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks.
Seyed Mohammadreza Mousavi KalanZalan FabianAmir Salman AvestimehrMahdi SoltanolkotabiPublished in: CoRR (2020)
Keyphrases
- transfer learning
- hidden layer
- neural network
- back propagation
- activation function
- multilayer perceptron
- feed forward
- learning tasks
- neural nets
- recurrent neural networks
- feedforward neural networks
- radial basis function
- artificial neural networks
- feed forward neural networks
- learning rate
- rbf neural network
- labeled data
- active learning
- learning algorithm
- multi task
- fuzzy neural network
- semi supervised learning
- latent variables
- text categorization
- text classification
- reinforcement learning
- machine learning algorithms
- text mining
- collaborative filtering
- pattern recognition
- objective function
- genetic algorithm
- machine learning
- rbf network
- fuzzy logic
- prior knowledge
- support vector