A Regret-Variance Trade-Off in Online Learning.
Dirk van der HoevenNikita ZhivotovskiyNicolò Cesa-BianchiPublished in: NeurIPS (2022)
Keyphrases
- online learning
- trade off
- bias variance
- distance education
- higher education
- computer mediated
- e learning
- online convex optimization
- standard deviation
- online course
- online algorithms
- blended learning
- distance learning
- prediction error
- low variance
- classroom learning
- active learning
- correlation coefficient
- online teaching
- machine learning