A generalized online mirror descent with applications to classification and regression.
Francesco OrabonaKoby CrammerNicolò Cesa-BianchiPublished in: Mach. Learn. (2015)
Keyphrases
- model selection
- online learning
- classification accuracy
- classification algorithm
- regression problems
- support vector
- image classification
- classification and regression problems
- automatic classification
- pattern recognition
- feature selection
- feature vectors
- supervised learning
- classification systems
- machine learning
- decision trees
- support vector machine svm
- regression model
- regression analysis
- training set
- classification scheme
- pattern classification
- classification process
- training samples
- feature extraction
- text classification
- support vector machine
- feature space
- nearest neighbour
- regression algorithm
- genetic programming
- field of view
- decision rules
- class labels
- real time
- dimensionality reduction
- neural network