Faster Online Learning of Optimal Threshold for Consistent F-measure Optimization.
Xiaoxuan ZhangMingrui LiuXun ZhouTianbao YangPublished in: NeurIPS (2018)
Keyphrases
- online learning
- optimal design
- optimal selection
- joint optimization
- e learning
- higher education
- online course
- approximately optimal
- distance learning
- optimization algorithm
- global optimization
- dynamic programming
- optimization problems
- optimal solution
- globally consistent
- max min
- active learning
- globally optimal
- text classification
- threshold values
- finding optimal
- computer mediated
- optimization process
- blended learning
- precision and recall
- faster convergence
- worst case
- simultaneous optimization
- objective function