GURLS: a Least Squares Library for Supervised Learning
Andrea TacchettiPavan Kumar MallapragadaMatteo SantoroLorenzo RosascoPublished in: CoRR (2013)
Keyphrases
- least squares
- supervised learning
- unsupervised learning
- training data
- parameter estimation
- robust estimation
- learning algorithm
- training set
- statistical learning
- learning problems
- reinforcement learning
- levenberg marquardt
- supervised classification
- object recognition
- training examples
- multiple instance learning
- learning tasks
- class labels
- semi supervised
- semi supervised learning
- ls svm
- optical flow
- sparse linear
- labeled data
- supervised machine learning
- active learning
- support vector
- machine learning
- data mining
- generalization error
- unlabeled data
- data sets
- feature selection