Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning
Peilin ZhaoJialei WangPengcheng WuRong JinSteven C. H. HoiPublished in: CoRR (2012)
Keyphrases
- online learning
- online algorithms
- online convex optimization
- online course
- highly scalable
- computer mediated
- cost function
- theoretical analysis
- scale poorly
- higher education
- optimization problems
- computational cost
- e learning
- data structure
- data sets
- support vector machine
- times faster
- distance education
- online education
- computational complexity
- blended learning
- learning algorithm
- online training
- highly efficient
- least squares
- active learning
- real time
- data mining techniques