Ultraconservative Online Algorithms for Multiclass Problems.
Koby CrammerYoram SingerPublished in: J. Mach. Learn. Res. (2003)
Keyphrases
- multiclass problems
- online algorithms
- multi class
- online learning
- multitask learning
- learning algorithm
- support vector machine
- lower bound
- worst case
- perceptron algorithm
- average case
- binary classifiers
- decision boundary
- binary classification
- special case
- asymptotically optimal
- pairwise
- e learning
- learning tasks
- cost sensitive
- data sets
- feature selection
- multi task
- training examples
- bayesian networks
- upper bound