The general inefficiency of batch training for gradient descent learning.
D. Randall WilsonTony R. MartinezPublished in: Neural Networks (2003)
Keyphrases
- special case
- learning systems
- learning algorithm
- batch learning
- supervised learning
- learning process
- training phase
- online learning
- machine learning
- inductive inference
- learning scheme
- background knowledge
- stochastic gradient descent
- prior knowledge
- knowledge acquisition
- e learning
- learning analytics
- unsupervised learning
- bayesian networks
- cost function
- skill acquisition
- online training
- active learning