Learning arbitrary vector labels via maximum margin at one class complexity
MMR
(Maximum Margin Robot, or MiniMax Regression or ...)
Matlab code implementing multiclass classification with training, test and validation. No additional moduls, e.g. Optimization Toolbox is required.
Zipped file containig a set of matlab functions implementing the entire learning procedure and the solvers for quadratic and linear regularization.
Some slides short papers:
Multiclass and multiview learning via maximum margins with vector labels
Structural(hierarchy) learning via maximum margins
Structural learning formulation and examples
Learning networks via Maximum Margin Principle
An application in bioinformatics for enzyme function prediction
A Universal Machine Learning Optimization Framework For Arbitrary Outputs
Max-margin structured output learning in L1 norm space
DÜRER, Albrecht
German painter (b. 1471, Nürnberg, d. 1528, Nürnberg)
House by a Pond
c. 1496
Watercolour and gouache on paper, 21 x 23 cm
British Museum, London