Incremental and Parallel Machine Learning Algorithms With Automated Learning Rate Adjustments.
Kazuhiro HishinumaHideaki IidukaPublished in: Frontiers Robotics AI (2019)
Keyphrases
- machine learning algorithms
- learning rate
- learning algorithm
- delta bar delta
- benchmark data sets
- machine learning
- machine learning methods
- learning problems
- predictive accuracy
- convergence rate
- decision trees
- training data
- input features
- random forests
- hidden layer
- multilayer neural networks
- adaptive learning rate
- rapid convergence
- activation function
- convergence speed
- weight vector
- learning tasks
- active learning
- machine learning approaches
- learning models
- machine learning models
- statistical machine learning
- high accuracy
- machine learning systems