Minimum description length (MDL) regularization for online learning.
Gil I. ShamirPublished in: FE@NIPS (2015)
Keyphrases
- minimum description length
- online learning
- mdl principle
- information theoretic
- e learning
- online course
- distance education
- active learning
- computer mediated
- higher education
- distance learning
- prior information
- blended learning
- online algorithms
- regularization method
- mutual information
- lower bound
- online learning environments
- data sets
- prior knowledge
- reproducing kernel hilbert space
- similarity measure
- classroom learning
- penalized likelihood