Non-monotonic convergence of online learning algorithms for perceptrons with noisy teacher.
Kazushi IkedaArata HondaHiroaki HanzawaSeiji MiyoshiPublished in: Neural Networks (2018)
Keyphrases
- learning algorithm
- learning process
- online learning
- learning tasks
- online algorithms
- machine learning
- training data
- active learning
- professional development
- communication tools
- supervised learning
- class noise
- multi layered
- classroom instruction
- single layer
- batch mode
- convergence rate
- learning problems
- transfer learning