Online Learning with Samples Drawn from Non-identical Distributions.
Ting HuDing-Xuan ZhouPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- online learning
- e learning
- online course
- distance education
- computer mediated
- probability distribution
- blended learning
- active learning
- data sets
- higher education
- random variables
- distance learning
- independent and identically distributed
- statistically independent
- random samples
- heavy tailed
- gaussian distribution
- training and test data
- sampling methods
- training samples
- expectation maximization
- power law
- normal distribution
- training examples
- decision trees
- online learning environments