A Local Regret in Nonconvex Online Learning.
Sergül AydöreLee H. DickerDean P. FosterPublished in: CoRR (2018)
Keyphrases
- online learning
- computer mediated
- distance learning
- distance education
- objective function
- optimization problems
- online algorithms
- online convex optimization
- online course
- e learning
- higher education
- global optimization
- convex optimization
- blended learning
- regret bounds
- active learning
- mixed integer nonlinear programming
- data sets
- quadratic optimization problems
- online learning environments
- nonlinear programming
- cost function
- machine learning