Online Learning With Inexact Proximal Online Gradient Descent Algorithms.
Rishabh DixitAmrit Singh BediRuchi TripathiKetan RajawatPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- online learning
- online algorithms
- computer mediated
- distance education
- online convex optimization
- online course
- times faster
- learning algorithm
- computational complexity
- cost function
- data mining
- combinatorial optimization
- active learning
- orders of magnitude
- higher education
- distance learning
- feature space
- optimization problems
- convex optimization
- worst case
- support vector
- data structure
- computational cost
- significant improvement