Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs.
Anton OsokinJean-Baptiste AlayracIsabella LukasewitzPuneet Kumar DokaniaSimon Lacoste-JulienPublished in: ICML (2016)
Keyphrases
- support vector
- structured learning
- feature selection
- line search
- constrained optimization
- optimization algorithm
- multi class
- machine learning
- optimization problems
- feature space
- support vector machine
- global optimization
- optimization process
- knn
- active learning
- training set
- kernel function
- learning algorithm
- data sets