GURLS: a least squares library for supervised learning.
Andrea TacchettiPavan Kumar MallapragadaMatteo SantoroLorenzo RosascoPublished in: J. Mach. Learn. Res. (2013)
Keyphrases
- least squares
- supervised learning
- unsupervised learning
- semi supervised
- supervised classification
- sparse linear
- statistical learning
- reinforcement learning
- training data
- training set
- learning algorithm
- parameter estimation
- semi supervised learning
- active learning
- supervised machine learning
- learning problems
- learning tasks
- labeled data
- machine learning
- multiple instance learning
- robust estimation
- unlabeled data
- class labels
- training samples
- levenberg marquardt
- curve fitting
- data mining
- search engine
- computer vision
- metadata
- image registration
- case study
- object recognition