Beyond Logarithmic Bounds in Online Learning.
Francesco OrabonaNicolò Cesa-BianchiClaudio GentilePublished in: AISTATS (2012)
Keyphrases
- online learning
- regret bounds
- worst case
- upper bound
- lower bound
- e learning
- computer mediated
- online course
- error bounds
- online algorithms
- upper and lower bounds
- distance education
- distance learning
- active learning
- neural network
- average case
- generalization bounds
- online learning environments
- data sets
- classroom learning
- higher education
- linear regression
- tight bounds
- online learning environment
- multi class
- machine learning