Subsampled Hessian Newton Methods for Supervised Learning.
Chien-Chih WangChun-Heng HuangChih-Jen LinPublished in: Neural Comput. (2015)
Keyphrases
- supervised learning
- unsupervised learning
- spatial resolution
- semi supervised
- supervised machine learning
- semi supervised learning
- learning algorithm
- supervised classification
- compressed sensing
- machine learning
- reinforcement learning
- step size
- spatial frequency
- hessian matrix
- statistical learning
- learning tasks
- unlabeled data
- labeled data
- active learning
- training set
- learning problems
- class labels
- training examples
- generalization error
- multiple instance learning
- training data
- training samples